Train
NO COMPARISON TARGET
167880
ROWS
0
DUPLICATES
152.3 MB
RAM
51
FEATURES
16
CATEGORICAL
32
NUMERICAL
3
TEXT
2.1.3
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
skip_2
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167,880
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MISSING:
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session_id
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20
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session_position
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MISSING:
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DISTINCT:
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(<1%)
ZEROES:
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MAX
20.0
95%
19.0
Q3
14.0
AVG
9.3
MEDIAN
9.0
Q1
5.0
5%
1.0
MIN
1.0
RANGE
19.0
IQR
9.00
STD
5.46
VAR
29.8
KURT.
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SUM
1.6M
3
session_length
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20.0
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20.0
Q3
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MEDIAN
20.0
AVG
17.7
Q1
15.0
5%
11.0
MIN
10.0
RANGE
10.0
IQR
5.00
STD
3.42
VAR
11.7
KURT.
-0.389
SKEW
-1.09
SUM
3.0M
4
track_id_clean
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167,880
(100%)
MISSING:
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1,427
<1%
-
-
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-
-
t_5718ab08-3a15-4d3f-9e63-42b2f6805e31
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-
-
t_8c4d29b1-e0bf-464c-88f7-ac19240cbba0
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<1%
-
-
t_a66ea088-b357-449a-8a1e-64dd0b8d6cb5
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<1%
-
-
t_77b02acb-1b1f-4b36-b8fc-2c3e01892b9a
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<1%
-
-
t_9a31436c-a57a-4d7a-9bbc-50f0deca33de
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<1%
-
-
t_0e3dec82-10b4-49f1-8c2e-cd19249f7d2c
162,092
97%
-
-
(Other)
5
skip_1
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167,880
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MISSING:
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DISTINCT:
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(<1%)
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skip_3
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167,880
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MISSING:
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DISTINCT:
2
(<1%)
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not_skipped
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167,880
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MISSING:
---
DISTINCT:
2
(<1%)
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context_switch
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
9
no_pause_before_play
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
10
short_pause_before_play
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
11
long_pause_before_play
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
12
hist_user_behavior_n_seekfwd
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
163,216
(97%)
MAX
60.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
60.0
IQR
0.00
STD
0.367
VAR
0.135
KURT.
6,031
SKEW
53.4
SUM
6,532
13
hist_user_behavior_n_seekback
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167,880
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
162,705
(97%)
MAX
151
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
151
IQR
0.00
STD
0.607
VAR
0.368
KURT.
25,507
SKEW
123
SUM
7,766
14
hist_user_behavior_is_shuffle
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
15
hour_of_day
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167,880
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
5,694
(3%)
MAX
23.0
95%
22.0
Q3
19.0
MEDIAN
15.0
AVG
14.2
Q1
11.0
5%
1.0
MIN
0.0
RANGE
23.0
IQR
8.00
STD
6.00
VAR
36.0
KURT.
-0.113
SKEW
-0.700
SUM
2.4M
16
date
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
17
premium
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
context_type
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
19
hist_user_behavior_reason_start
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
20
hist_user_behavior_reason_end
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
21
track_id
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167,880
(100%)
MISSING:
---
DISTINCT:
50,704
(30%)
1,427
<1%
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-
t_bacf06d3-9185-4183-84ea-ff0db51475ce
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-
-
t_5718ab08-3a15-4d3f-9e63-42b2f6805e31
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<1%
-
-
t_8c4d29b1-e0bf-464c-88f7-ac19240cbba0
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<1%
-
-
t_a66ea088-b357-449a-8a1e-64dd0b8d6cb5
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<1%
-
-
t_77b02acb-1b1f-4b36-b8fc-2c3e01892b9a
612
<1%
-
-
t_9a31436c-a57a-4d7a-9bbc-50f0deca33de
600
<1%
-
-
t_0e3dec82-10b4-49f1-8c2e-cd19249f7d2c
162,092
97%
-
-
(Other)
22
duration
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MISSING:
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DISTINCT:
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ZEROES:
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MAX
1,788
95%
311
Q3
241
AVG
216
MEDIAN
212
Q1
184
5%
131
MIN
30
RANGE
1,758
IQR
57.3
STD
60.2
VAR
3,627
KURT.
23.9
SKEW
2.22
SUM
36.2M
23
release_year
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MISSING:
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DISTINCT:
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ZEROES:
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MAX
2,018.0
95%
2,018.0
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2,018.0
MEDIAN
2,017.0
AVG
2,013.4
Q1
2,015.0
5%
1,993.0
MIN
1,950.0
RANGE
68.0
IQR
3.00
STD
9.74
VAR
94.9
KURT.
11.0
SKEW
-3.24
SUM
338.0M
24
us_popularity_estimate
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167,880
(100%)
MISSING:
---
DISTINCT:
50,704
(30%)
ZEROES:
---
MAX
100.00
95%
100.00
Q3
100.00
MEDIAN
99.99
AVG
99.74
Q1
99.91
5%
98.68
MIN
90.02
RANGE
9.98
IQR
0.085
STD
0.893
VAR
0.797
KURT.
46.4
SKEW
-6.24
SUM
16.7M
25
acousticness
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167,880
(100%)
MISSING:
---
DISTINCT:
50,673
(30%)
ZEROES:
4
(<1%)
MAX
0.996
95%
0.779
Q3
0.337
AVG
0.218
MEDIAN
0.115
Q1
0.031
5%
0.002
MIN
0.000
RANGE
0.996
IQR
0.306
STD
0.246
VAR
0.061
KURT.
0.795
SKEW
1.32
SUM
36,593
26
beat_strength
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167,880
(100%)
MISSING:
---
DISTINCT:
50,548
(30%)
ZEROES:
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(<1%)
MAX
0.990
95%
0.807
Q3
0.666
MEDIAN
0.551
AVG
0.548
Q1
0.434
5%
0.281
MIN
0.000
RANGE
0.990
IQR
0.232
STD
0.159
VAR
0.025
KURT.
-0.540
SKEW
-0.121
SUM
91,972
27
bounciness
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,589
(30%)
ZEROES:
35
(<1%)
MAX
0.973
95%
0.849
Q3
0.724
MEDIAN
0.594
AVG
0.580
Q1
0.452
5%
0.264
MIN
0.000
RANGE
0.973
IQR
0.273
STD
0.179
VAR
0.032
KURT.
-0.626
SKEW
-0.326
SUM
97,399
28
danceability
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,580
(30%)
ZEROES:
35
(<1%)
MAX
0.985
95%
0.901
Q3
0.787
MEDIAN
0.687
AVG
0.669
Q1
0.562
5%
0.383
MIN
0.000
RANGE
0.985
IQR
0.224
STD
0.159
VAR
0.025
KURT.
0.012
SKEW
-0.545
SUM
112k
29
dyn_range_mean
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167,880
(100%)
MISSING:
---
DISTINCT:
50,580
(30%)
ZEROES:
2
(<1%)
MAX
32.3
95%
13.3
Q3
10.8
AVG
9.1
MEDIAN
9.0
Q1
7.2
5%
5.3
MIN
0.0
RANGE
32.3
IQR
3.54
STD
2.54
VAR
6.45
KURT.
0.160
SKEW
0.424
SUM
1.5M
30
energy
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,582
(30%)
ZEROES:
4
(<1%)
MAX
1.000
95%
0.909
Q3
0.761
MEDIAN
0.631
AVG
0.627
Q1
0.514
5%
0.309
MIN
0.000
RANGE
1.000
IQR
0.247
STD
0.182
VAR
0.033
KURT.
-0.015
SKEW
-0.378
SUM
105k
31
flatness
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
49,741
(30%)
ZEROES:
2
(<1%)
MAX
1.10
95%
1.06
Q3
1.03
MEDIAN
1.01
AVG
1.01
Q1
0.99
5%
0.94
MIN
0.00
RANGE
1.10
IQR
0.045
STD
0.039
VAR
0.002
KURT.
31.4
SKEW
-2.78
SUM
169k
32
instrumentalness
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,698
(30%)
ZEROES:
4
(<1%)
MAX
0.999
95%
0.128
Q3
0.000
AVG
0.032
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.999
IQR
9.80e-5
STD
0.143
VAR
0.020
KURT.
26.2
SKEW
5.15
SUM
5,329
33
key
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
18,085
(11%)
MAX
11.0
95%
11.0
Q3
8.0
AVG
5.2
MEDIAN
5.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
7.00
STD
3.68
VAR
13.6
KURT.
-1.39
SKEW
0.041
SUM
873k
34
liveness
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,649
(30%)
ZEROES:
4
(<1%)
MAX
0.996
95%
0.498
Q3
0.236
AVG
0.190
MEDIAN
0.125
Q1
0.100
5%
0.066
MIN
0.000
RANGE
0.996
IQR
0.136
STD
0.151
VAR
0.023
KURT.
5.89
SKEW
2.24
SUM
31,865
35
loudness
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
13,522
(8%)
ZEROES:
---
MAX
1.6
95%
-3.3
Q3
-5.1
MEDIAN
-6.5
AVG
-7.0
Q1
-8.2
5%
-12.5
MIN
-60.0
RANGE
61.6
IQR
3.15
STD
3.16
VAR
10.0
KURT.
13.9
SKEW
-2.41
SUM
-1.2M
36
mechanism
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
32,603
(19%)
ZEROES:
35
(<1%)
MAX
1.00
95%
0.88
Q3
0.76
MEDIAN
0.64
AVG
0.60
Q1
0.45
5%
0.21
MIN
0.00
RANGE
1.00
IQR
0.305
STD
0.208
VAR
0.043
KURT.
-0.629
SKEW
-0.507
SUM
100k
37
mode
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
38
organism
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,611
(30%)
ZEROES:
35
(<1%)
MAX
0.962
95%
0.711
Q3
0.470
AVG
0.348
MEDIAN
0.306
Q1
0.205
5%
0.104
MIN
0.000
RANGE
0.962
IQR
0.265
STD
0.189
VAR
0.036
KURT.
-0.008
SKEW
0.736
SUM
58,464
39
speechiness
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,628
(30%)
ZEROES:
35
(<1%)
MAX
0.961
95%
0.397
Q3
0.206
AVG
0.142
MEDIAN
0.086
Q1
0.045
5%
0.030
MIN
0.000
RANGE
0.961
IQR
0.161
STD
0.133
VAR
0.018
KURT.
5.10
SKEW
1.89
SUM
23,871
40
tempo
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
32,249
(19%)
ZEROES:
35
(<1%)
MAX
219
95%
173
Q3
144
MEDIAN
124
AVG
123
Q1
97
5%
78
MIN
0
RANGE
219
IQR
47.1
STD
29.8
VAR
889
KURT.
-0.667
SKEW
0.172
SUM
20.6M
41
time_signature
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
42
valence
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,607
(30%)
ZEROES:
35
(<1%)
MAX
1.000
95%
0.867
Q3
0.626
AVG
0.459
MEDIAN
0.442
Q1
0.280
5%
0.116
MIN
0.000
RANGE
1.000
IQR
0.346
STD
0.229
VAR
0.053
KURT.
-0.768
SKEW
0.256
SUM
77,105
43
acoustic_vector_0
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,683
(30%)
ZEROES:
---
MAX
0.93
95%
0.17
Q3
-0.20
AVG
-0.52
MEDIAN
-0.66
Q1
-0.84
5%
-0.94
MIN
-1.12
RANGE
2.05
IQR
0.638
STD
0.386
VAR
0.149
KURT.
-0.678
SKEW
0.723
SUM
-86,668
44
acoustic_vector_1
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,655
(30%)
ZEROES:
---
MAX
0.81
95%
0.49
Q3
0.37
MEDIAN
0.31
AVG
0.27
Q1
0.23
5%
-0.14
MIN
-1.08
RANGE
1.90
IQR
0.149
STD
0.194
VAR
0.038
KURT.
5.86
SKEW
-1.90
SUM
45,134
45
acoustic_vector_2
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,671
(30%)
ZEROES:
---
MAX
0.61
95%
0.41
Q3
0.30
MEDIAN
0.24
AVG
0.21
Q1
0.17
5%
-0.17
MIN
-0.75
RANGE
1.36
IQR
0.123
STD
0.165
VAR
0.027
KURT.
3.16
SKEW
-1.57
SUM
34,630
46
acoustic_vector_3
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,688
(30%)
ZEROES:
---
MAX
1.07
95%
0.37
Q3
0.13
MEDIAN
0.04
AVG
-0.02
Q1
-0.17
5%
-0.51
MIN
-0.81
RANGE
1.88
IQR
0.305
STD
0.266
VAR
0.071
KURT.
0.573
SKEW
-0.137
SUM
-2,752
47
acoustic_vector_4
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,667
(30%)
ZEROES:
---
MAX
0.90
95%
0.59
Q3
-0.02
AVG
-0.14
MEDIAN
-0.27
Q1
-0.33
5%
-0.45
MIN
-1.03
RANGE
1.93
IQR
0.312
STD
0.314
VAR
0.098
KURT.
0.750
SKEW
1.28
SUM
-23,499
48
acoustic_vector_5
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,676
(30%)
ZEROES:
---
MAX
0.38
95%
0.22
Q3
0.14
AVG
0.05
MEDIAN
0.04
Q1
-0.03
5%
-0.11
MIN
-0.94
RANGE
1.32
IQR
0.170
STD
0.116
VAR
0.014
KURT.
3.27
SKEW
-0.777
SUM
8,048
49
acoustic_vector_6
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,659
(30%)
ZEROES:
---
MAX
0.97
95%
0.44
Q3
-0.18
AVG
-0.28
MEDIAN
-0.38
Q1
-0.49
5%
-0.58
MIN
-0.74
RANGE
1.70
IQR
0.309
STD
0.301
VAR
0.091
KURT.
2.79
SKEW
1.71
SUM
-47,520
50
acoustic_vector_7
VALUES:
167,880
(100%)
MISSING:
---
DISTINCT:
50,677
(30%)
ZEROES:
---
MAX
1.15
95%
0.34
Q3
0.19
MEDIAN
0.14
AVG
0.06
Q1
-0.02
5%
-0.52
MIN
-0.98
RANGE
2.13
IQR
0.215
STD
0.262
VAR
0.069
KURT.
1.82
SKEW
-1.11
SUM
10,049
skip_2
MISSING:
---
TOP CATEGORIES
skip_2
1
86,824
52%
0
81,056
48%
ALL
167,880
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
skip_2
PROVIDES INFORMATION ON...
skip_1
0.64
skip_3
0.56
not_skipped
0.53
hist_user_behavior_reason_end
0.31
hist_user_behavior_reason_start
0.13
context_switch
0.02
no_pause_before_play
0.01
long_pause_before_play
0.01
context_type
0.00
hist_user_behavior_is_shuffle
0.00
short_pause_before_play
0.00
date
0.00
premium
0.00
time_signature
0.00

THESE FEATURES
GIVE INFORMATION
ON skip_2:
skip_1
0.63
skip_3
0.53
hist_user_behavior_reason_end
0.52
not_skipped
0.49
hist_user_behavior_reason_start
0.23
no_pause_before_play
0.01
context_type
0.00
context_switch
0.00
long_pause_before_play
0.00
hist_user_behavior_is_shuffle
0.00
short_pause_before_play
0.00
date
0.00
premium
0.00
mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
skip_2
CORRELATION RATIO WITH...
session_length
0.08
session_position
0.04
hist_user_behavior_n_seekback
0.04
acoustic_vector_0
0.03
speechiness
0.02
duration
0.02
acousticness
0.02
acoustic_vector_6
0.02
acoustic_vector_5
0.02
acoustic_vector_4
0.02
acoustic_vector_3
0.01
instrumentalness
0.01
acoustic_vector_2
0.01
acoustic_vector_1
0.01
Associations
[Only including dataset "Train"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
skip_2
MISSING:
---
TOP CATEGORIES
skip_2
1
86,824
52%
0
81,056
48%
ALL
167,880
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
skip_2
PROVIDES INFORMATION ON...
skip_1
0.64
skip_3
0.56
not_skipped
0.53
hist_user_behavior_reason_end
0.31
hist_user_behavior_reason_start
0.13
context_switch
0.02
no_pause_before_play
0.01
long_pause_before_play
0.01
context_type
0.00
hist_user_behavior_is_shuffle
0.00
short_pause_before_play
0.00
date
0.00
premium
0.00
time_signature
0.00

THESE FEATURES
GIVE INFORMATION
ON skip_2:
skip_1
0.63
skip_3
0.53
hist_user_behavior_reason_end
0.52
not_skipped
0.49
hist_user_behavior_reason_start
0.23
no_pause_before_play
0.01
context_type
0.00
context_switch
0.00
long_pause_before_play
0.00
hist_user_behavior_is_shuffle
0.00
short_pause_before_play
0.00
date
0.00
premium
0.00
mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
skip_2
CORRELATION RATIO WITH...
session_length
0.08
session_position
0.04
hist_user_behavior_n_seekback
0.04
acoustic_vector_0
0.03
speechiness
0.02
duration
0.02
acousticness
0.02
acoustic_vector_6
0.02
acoustic_vector_5
0.02
acoustic_vector_4
0.02
acoustic_vector_3
0.01
instrumentalness
0.01
acoustic_vector_2
0.01
acoustic_vector_1
0.01
session_id
MISSING:
---
20
<1%
-
-
0_02f46b09-76d2-47c5-a74b-008e46a62529
20
<1%
-
-
0_0e22c932-0e46-4e8e-84b9-45c362a91cff
20
<1%
-
-
0_068863af-aad8-4f5f-babf-10d8daf2d2a6
20
<1%
-
-
0_03eba9fa-f5cb-42b9-a2cc-01e5778fa28c
20
<1%
-
-
0_01dd40d5-c36d-4621-835d-1b1d677c52df
20
<1%
-
-
0_08ca1914-5731-4acd-9b52-b1a9be71d606
20
<1%
-
-
0_052ed006-99b3-476d-b734-17283fe10515
20
<1%
-
-
0_07ef6095-95ed-404a-87d0-8b785da4b755
20
<1%
-
-
0_00119bb4-131f-4a2a-9cf0-ddff187993e5
20
<1%
-
-
0_042a8159-4d88-4bd3-9096-c8f6188a2639
20
<1%
-
-
0_049ca0a2-4d59-42b4-a5af-b208111177e8
20
<1%
-
-
0_09f7c260-0118-4f31-8c6a-a67705abf4e2
20
<1%
-
-
0_06b2401f-73a0-4ba7-8672-46ae73be4226
20
<1%
-
-
0_0495de0f-4038-43e2-9a43-4fc8b9156eb2
20
<1%
-
-
0_0df44a72-3747-4659-b9a7-17010a440a0e
20
<1%
-
-
0_075fc2e5-fa96-447b-9ed2-c045c42e06b6
20
<1%
-
-
0_0d63d731-5c9e-44c4-8fd4-c5cecb3c4c01
20
<1%
-
-
0_0b9f1783-cb2d-492c-aed1-0dfd247d13d1
20
<1%
-
-
0_01dd3a1b-24e6-40e9-9ccf-f39cba41a3bb
20
<1%
-
-
0_016596aa-37f3-41ae-a8b3-e66be1b5d19b
20
<1%
-
-
0_0ae512cd-ab83-46c4-b0f9-8ce66a624cb7
20
<1%
-
-
0_02202272-242e-4848-ac79-278883e9b9e1
20
<1%
-
-
0_0571591a-7fc6-4b0f-9a60-d218e2d7fb5f
20
<1%
-
-
0_0d0c420b-8759-452a-8f4f-d1dc59af3576
20
<1%
-
-
0_087732b5-ff3a-4e33-abce-8f45c1ffe6f7
20
<1%
-
-
0_0bdc0dc5-391c-4178-8fe9-894450650cba
20
<1%
-
-
0_06b47166-4396-4dc0-a60d-81461b936068
20
<1%
-
-
0_0d1b33e0-a470-497e-a9f6-a7f8177cf9cf
20
<1%
-
-
0_02c4c161-2584-4c08-98d3-82e069b30336
20
<1%
-
-
0_0aade72b-b56c-4f49-a13f-5d4226cf1810
20
<1%
-
-
0_080e23fe-eb3d-4e73-96d9-f8da2bb9a80e
20
<1%
-
-
0_0cb951ea-5a69-4182-8045-73836bee8afb
20
<1%
-
-
0_0ad8992a-8a0b-42fd-94e3-c83d0cc74640
20
<1%
-
-
0_05d74f56-3d91-46df-afc1-56b498aa1106
20
<1%
-
-
0_0b789f2e-f7b6-4a62-ae80-18b11d04e302
20
<1%
-
-
0_0a1be488-35a1-4a49-a4c0-2400c8ced2fe
20
<1%
-
-
0_03004657-0480-44a2-9685-b05f6a80238a
20
<1%
-
-
0_07f13c52-58f5-4c02-9d52-d5744932b6f0
20
<1%
-
-
0_02c0593a-c697-468f-903a-295b7cba97be
20
<1%
-
-
0_019373a5-fbf7-473b-9309-4b8ddb33ec87
20
<1%
-
-
0_05a16b29-58df-49e0-b8db-8270e20a3b78
20
<1%
-
-
0_0e103342-fe06-46a3-a838-499992349d7d
20
<1%
-
-
0_001544ae-d305-4178-9236-8181ced909f4
20
<1%
-
-
0_02631e98-d687-4424-8579-0fbc14ed4e9f
20
<1%
-
-
0_015ba656-4bff-47e8-86e3-520373eda991
20
<1%
-
-
0_0e1a9c0e-5ca6-4b4a-a898-e82e606b454a
20
<1%
-
-
0_02437949-1d3d-4105-b66c-2c799bab27e2
20
<1%
-
-
0_0067b38d-7330-46bb-8ea2-e0d33397df78
20
<1%
-
-
0_0e0e511e-e2ed-4461-a068-6e516098dac9
20
<1%
-
-
0_0b199b53-68f2-41bc-853d-ba0bb66bdf09
20
<1%
-
-
0_06a0c13e-8316-44a7-91e5-839f1f1ef772
20
<1%
-
-
0_0caf1d89-39e8-442f-8dad-44805d15d805
20
<1%
-
-
0_0b554935-74f2-48f4-9304-151a90f55272
20
<1%
-
-
0_066df7b0-ac85-4313-909b-abda424af685
20
<1%
-
-
0_01990242-e3f5-413b-98c2-381c1b3c6b4a
20
<1%
-
-
0_0cc0edee-45a0-4e91-8bc6-49efcfa2142d
20
<1%
-
-
0_07b252e3-7d07-48b1-bd99-c03780ee096e
20
<1%
-
-
0_02ba9261-ac38-49b9-83e9-4ce7cac21513
20
<1%
-
-
0_025f202f-2c5b-469c-a82a-e2fb48224c3d
20
<1%
-
-
0_07ba5d63-0d11-472e-804e-ebdd584e21a1
166,680
>99%
-
-
(Other)
session_position
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
session_length
0.31
hist_user_behavior_n_seekfwd
-0.04
hist_user_behavior_n_seekback
-0.02
acoustic_vector_0
-0.01
acoustic_vector_5
-0.01
speechiness
0.01
acoustic_vector_3
0.01
valence
0.01
duration
-0.00
us_popularity_estimate
-0.00
hour_of_day
-0.00
instrumentalness
0.00
acoustic_vector_7
0.00
key
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
no_pause_before_play
0.19
hist_user_behavior_reason_start
0.18
hist_user_behavior_reason_end
0.07
skip_1
0.06
context_type
0.04
skip_2
0.04
short_pause_before_play
0.03
premium
0.02
long_pause_before_play
0.02
context_switch
0.02
mode
0.01
date
0.01
hist_user_behavior_is_shuffle
0.01
not_skipped
0.01
MOST FREQUENT VALUES
10
10,000
6.0%
9
10,000
6.0%
2
10,000
6.0%
3
10,000
6.0%
4
10,000
6.0%
5
10,000
6.0%
6
10,000
6.0%
7
10,000
6.0%
8
10,000
6.0%
1
10,000
6.0%
11
9,181
5.5%
12
8,429
5.0%
13
7,783
4.6%
14
7,236
4.3%
15
6,777
4.0%
SMALLEST VALUES
1
10,000
6.0%
2
10,000
6.0%
3
10,000
6.0%
4
10,000
6.0%
5
10,000
6.0%
6
10,000
6.0%
7
10,000
6.0%
8
10,000
6.0%
9
10,000
6.0%
10
10,000
6.0%
11
9,181
5.5%
12
8,429
5.0%
13
7,783
4.6%
14
7,236
4.3%
15
6,777
4.0%
LARGEST VALUES
20
5,066
3.0%
19
5,380
3.2%
18
5,683
3.4%
17
6,003
3.6%
16
6,342
3.8%
15
6,777
4.0%
14
7,236
4.3%
13
7,783
4.6%
12
8,429
5.0%
11
9,181
5.5%
10
10,000
6.0%
9
10,000
6.0%
8
10,000
6.0%
7
10,000
6.0%
6
10,000
6.0%
session_length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
session_position
0.31
acoustic_vector_0
-0.03
acoustic_vector_3
0.02
acoustic_vector_5
-0.02
hist_user_behavior_n_seekback
-0.02
acoustic_vector_6
-0.02
speechiness
0.01
bounciness
0.01
hour_of_day
-0.01
danceability
0.01
flatness
0.01
dyn_range_mean
0.01
beat_strength
0.01
release_year
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
skip_1
0.09
hist_user_behavior_reason_end
0.09
skip_2
0.08
premium
0.08
hist_user_behavior_reason_start
0.07
context_type
0.06
skip_3
0.06
not_skipped
0.06
no_pause_before_play
0.05
date
0.05
hist_user_behavior_is_shuffle
0.03
long_pause_before_play
0.02
context_switch
0.01
mode
0.01
MOST FREQUENT VALUES
20
101,320
60.4%
11
8,272
4.9%
10
8,190
4.9%
12
7,752
4.6%
13
7,111
4.2%
15
6,525
3.9%
14
6,426
3.8%
19
5,966
3.6%
18
5,454
3.2%
17
5,440
3.2%
16
5,424
3.2%
SMALLEST VALUES
10
8,190
4.9%
11
8,272
4.9%
12
7,752
4.6%
13
7,111
4.2%
14
6,426
3.8%
15
6,525
3.9%
16
5,424
3.2%
17
5,440
3.2%
18
5,454
3.2%
19
5,966
3.6%
20
101,320
60.4%
LARGEST VALUES
20
101,320
60.4%
19
5,966
3.6%
18
5,454
3.2%
17
5,440
3.2%
16
5,424
3.2%
15
6,525
3.9%
14
6,426
3.8%
13
7,111
4.2%
12
7,752
4.6%
11
8,272
4.9%
10
8,190
4.9%
track_id_clean
MISSING:
---
1,427
<1%
-
-
t_bacf06d3-9185-4183-84ea-ff0db51475ce
915
<1%
-
-
t_5718ab08-3a15-4d3f-9e63-42b2f6805e31
785
<1%
-
-
t_8c4d29b1-e0bf-464c-88f7-ac19240cbba0
730
<1%
-
-
t_a66ea088-b357-449a-8a1e-64dd0b8d6cb5
719
<1%
-
-
t_77b02acb-1b1f-4b36-b8fc-2c3e01892b9a
612
<1%
-
-
t_9a31436c-a57a-4d7a-9bbc-50f0deca33de
600
<1%
-
-
t_0e3dec82-10b4-49f1-8c2e-cd19249f7d2c
593
<1%
-
-
t_2fd6279a-06cd-4d5d-9e54-1912f51bb3c3
576
<1%
-
-
t_7533e7ff-568e-448b-904e-fc0c3a9ec87e
548
<1%
-
-
t_29a3895e-2c91-49a6-9383-6a71c597390d
536
<1%
-
-
t_0ef6d2c8-faf9-4ebe-ac75-2bade8696a3d
528
<1%
-
-
t_68888d19-7be6-4cdc-bcfb-be38431f79d7
496
<1%
-
-
t_32270005-26a1-4763-8ba5-44fcc15f9914
488
<1%
-
-
t_a0fa9956-ffc3-41c9-a344-e247baa0e321
484
<1%
-
-
t_abe577df-bc3e-48ff-a13c-f2fd7a295ba6
484
<1%
-
-
t_8f9f2397-334b-48ee-9120-96d9ddf32f92
457
<1%
-
-
t_9229bbff-130d-4668-8e84-6b35c7b7cea0
448
<1%
-
-
t_312b3509-48c1-4928-a6e5-d3e7a51c216b
447
<1%
-
-
t_81b9a202-281e-42a4-b068-e0c0f44e1e4d
445
<1%
-
-
t_7e616ed3-115f-4a97-b90e-d128c392fae0
437
<1%
-
-
t_1dba18ad-1ddb-4e97-983b-4af57e18d84a
422
<1%
-
-
t_f5205a27-c6b0-4c4d-b45f-312798372619
407
<1%
-
-
t_fb493d48-c98a-4101-8091-70d3a520d2c6
403
<1%
-
-
t_eb0063cc-948f-41d4-9dab-bf4b0e70d21e
383
<1%
-
-
t_338cb0f3-0035-418f-ab2d-3f9342815aaa
380
<1%
-
-
t_78b908e3-62db-4021-ac90-2ed146bcea8d
354
<1%
-
-
t_e8fa3463-7ef7-4ca5-8e65-2df979012c34
341
<1%
-
-
t_de860a61-bb57-4386-9d5a-6ba111c4c266
338
<1%
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-
t_e9901b0e-dc9d-429c-a8a9-dde6ab877d54
336
<1%
-
-
t_4319026b-d2b5-478d-bf37-8f2873645c5c
323
<1%
-
-
t_8fd0c874-e115-4b75-8351-54acd7876edf
321
<1%
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t_6dc02fe6-4d78-414a-8439-31240ee02270
321
<1%
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t_bf17338d-830d-4890-b8e9-8ba41bb3349f
319
<1%
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-
t_52fc9bcf-ce50-43fc-9498-c2c8421a33e7
313
<1%
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t_ab55b9b5-3a1a-46a4-b58a-1c29136a08e2
308
<1%
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t_b3db6567-f986-4b8f-bd7a-04057448ab3a
302
<1%
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t_98e73634-8f33-4275-b544-3451553f431e
297
<1%
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t_9a03f300-6504-4c7a-92b1-4cd88354ee74
291
<1%
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t_297efa33-b070-4e5d-bb42-111237295b6c
289
<1%
-
-
t_a7aa673d-9c8b-4e6a-985e-ec91ed5727e9
288
<1%
-
-
t_e8308b79-41cf-4b31-b159-df093b592b41
283
<1%
-
-
t_b598e81d-c7dc-4bee-8c30-308e7b0cca2f
281
<1%
-
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t_b193cd79-b6cb-4514-8c5b-ead28ac8dd30
279
<1%
-
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t_58b65d28-3a54-467e-bf44-511aa89f44d4
278
<1%
-
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t_b362a386-e30e-46be-bb44-af6efd02260f
277
<1%
-
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t_fc5df5ba-5396-49a7-8b29-35d0d28249e0
273
<1%
-
-
t_992664c2-0754-4eb1-b0c3-0a6aa87697f5
268
<1%
-
-
t_f5cc5e37-ae7f-4788-a8e2-bbffb66eae62
263
<1%
-
-
t_2a55e695-7894-42aa-b920-52d1cbaf164c
262
<1%
-
-
t_6d21a6b7-bdac-46cc-bc45-9c731cbc7233
260
<1%
-
-
t_e906abc1-5808-4517-8ee4-2790c42c8ca4
237
<1%
-
-
t_6a40d9f0-3c44-4e11-86cd-b9a55fe2ce0a
234
<1%
-
-
t_3708b5d6-9d52-4470-9484-fff045aba7b6
232
<1%
-
-
t_42d15744-c948-489e-a92b-9e664c170b57
226
<1%
-
-
t_4ffd14f1-5406-4cfa-a9ed-a91a0f49b5bd
224
<1%
-
-
t_c0de25db-8c01-4122-9991-27132e852a18
218
<1%
-
-
t_bfe797e1-ddb7-4018-a6ba-ca05886533e7
216
<1%
-
-
t_f3c3c11b-76c3-401e-afbc-0182f37629bc
214
<1%
-
-
t_204562f8-e089-4305-be51-19913efdfbc6
212
<1%
-
-
t_61a0db14-98a8-4ad1-a770-a3ea9baba121
143,652
86%
-
-
(Other)
skip_1
MISSING:
---
TOP CATEGORIES
skip_2
0
97,118
58%
16,062
17%
1
70,762
42%
70,762
100%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
skip_1
PROVIDES INFORMATION ON...
skip_2
0.63
skip_3
0.40
not_skipped
0.38
hist_user_behavior_reason_end
0.24
hist_user_behavior_reason_start
0.16
no_pause_before_play
0.04
long_pause_before_play
0.03
context_switch
0.03
short_pause_before_play
0.02
context_type
0.00
hist_user_behavior_is_shuffle
0.00
date
0.00
premium
0.00
time_signature
0.00

THESE FEATURES
GIVE INFORMATION
ON skip_1:
skip_2
0.64
hist_user_behavior_reason_end
0.41
skip_3
0.38
not_skipped
0.36
hist_user_behavior_reason_start
0.29
no_pause_before_play
0.03
long_pause_before_play
0.02
short_pause_before_play
0.01
context_type
0.01
context_switch
0.01
hist_user_behavior_is_shuffle
0.00
date
0.00
premium
0.00
time_signature
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
skip_1
CORRELATION RATIO WITH...
session_length
0.09
session_position
0.06
hist_user_behavior_n_seekback
0.05
hist_user_behavior_n_seekfwd
0.04
acoustic_vector_0
0.03
acoustic_vector_6
0.03
speechiness
0.02
acousticness
0.02
acoustic_vector_4
0.02
acoustic_vector_1
0.02
instrumentalness
0.02
duration
0.02
acoustic_vector_5
0.01
acoustic_vector_7
0.01
skip_3
MISSING:
---
TOP CATEGORIES
skip_2
1
108,850
65%
86,823
80%
0
59,030
35%
1
<1%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
skip_3
PROVIDES INFORMATION ON...
not_skipped
0.88
skip_2
0.53
hist_user_behavior_reason_end
0.47
skip_1
0.38
hist_user_behavior_reason_start
0.09
short_pause_before_play
0.02
long_pause_before_play
0.01
context_switch
0.01
no_pause_before_play
0.00
context_type
0.00
hist_user_behavior_is_shuffle
0.00
date
0.00
time_signature
0.00
mode
0.00

THESE FEATURES
GIVE INFORMATION
ON skip_3:
not_skipped
0.87
hist_user_behavior_reason_end
0.85
skip_2
0.56
skip_1
0.40
hist_user_behavior_reason_start
0.17
short_pause_before_play
0.01
long_pause_before_play
0.01
no_pause_before_play
0.00
context_type
0.00
context_switch
0.00
date
0.00
hist_user_behavior_is_shuffle
0.00
time_signature
0.00
mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
skip_3
CORRELATION RATIO WITH...
duration
0.07
session_length
0.06
hist_user_behavior_n_seekfwd
0.05
acoustic_vector_0
0.04
acousticness
0.03
acoustic_vector_4
0.02
acoustic_vector_6
0.02
speechiness
0.02
acoustic_vector_7
0.02
hist_user_behavior_n_seekback
0.02
acoustic_vector_5
0.02
acoustic_vector_3
0.02
acoustic_vector_1
0.01
instrumentalness
0.01
not_skipped
MISSING:
---
TOP CATEGORIES
skip_2
0
111,996
67%
86,824
78%
1
55,884
33%
0
0%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
not_skipped
PROVIDES INFORMATION ON...
skip_3
0.87
skip_2
0.49
hist_user_behavior_reason_end
0.48
skip_1
0.36
hist_user_behavior_reason_start
0.09
short_pause_before_play
0.02
long_pause_before_play
0.01
no_pause_before_play
0.01
context_switch
0.00
date
0.00
context_type
0.00
hist_user_behavior_is_shuffle
0.00
time_signature
0.00
mode
0.00

THESE FEATURES
GIVE INFORMATION
ON not_skipped:
skip_3
0.88
hist_user_behavior_reason_end
0.88
skip_2
0.53
skip_1
0.38
hist_user_behavior_reason_start
0.17
short_pause_before_play
0.01
long_pause_before_play
0.01
no_pause_before_play
0.01
context_type
0.00
context_switch
0.00
date
0.00
hist_user_behavior_is_shuffle
0.00
time_signature
0.00
mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
not_skipped
CORRELATION RATIO WITH...
duration
0.06
session_length
0.06
hist_user_behavior_n_seekfwd
0.05
acoustic_vector_0
0.04
acousticness
0.03
acoustic_vector_5
0.02
acoustic_vector_3
0.02
acoustic_vector_6
0.02
hist_user_behavior_n_seekback
0.02
speechiness
0.02
acoustic_vector_4
0.02
release_year
0.02
acoustic_vector_7
0.02
dyn_range_mean
0.02
context_switch
MISSING:
---
TOP CATEGORIES
skip_2
0
161,013
96%
84,496
52%
1
6,867
4%
2,328
34%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
context_switch
PROVIDES INFORMATION ON...
hist_user_behavior_reason_start
0.07
hist_user_behavior_reason_end
0.01
skip_1
0.01
context_type
0.01
skip_2
0.00
hist_user_behavior_is_shuffle
0.00
skip_3
0.00
not_skipped
0.00
long_pause_before_play
0.00
premium
0.00
date
0.00
short_pause_before_play
0.00
time_signature
0.00
mode
0.00

THESE FEATURES
GIVE INFORMATION
ON context_switch:
hist_user_behavior_reason_start
0.53
hist_user_behavior_reason_end
0.09
context_type
0.05
skip_1
0.03
skip_2
0.02
hist_user_behavior_is_shuffle
0.01
skip_3
0.01
not_skipped
0.00
long_pause_before_play
0.00
premium
0.00
date
0.00
short_pause_before_play
0.00
time_signature
0.00
mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
context_switch
CORRELATION RATIO WITH...
hist_user_behavior_n_seekfwd
0.03
session_position
0.02
hist_user_behavior_n_seekback
0.01
session_length
0.01
acoustic_vector_2
0.01
liveness
0.01
acoustic_vector_1
0.01
release_year
0.01
acoustic_vector_0
0.01
key
0.01
instrumentalness
0.01
acoustic_vector_6
0.01
acoustic_vector_5
0.01
acoustic_vector_4
0.01
no_pause_before_play
MISSING:
---
TOP CATEGORIES
skip_2
1
128,865
77%
70,373
55%
0
39,015
23%
16,451
42%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
no_pause_before_play
PROVIDES INFORMATION ON...
long_pause_before_play
0.71
short_pause_before_play
0.63
hist_user_behavior_reason_start
0.05
skip_1
0.03
skip_2
0.01
hist_user_behavior_reason_end
0.01
not_skipped
0.01
skip_3
0.00
context_type
0.00
date
0.00
hist_user_behavior_is_shuffle
0.00
time_signature
0.00
premium
0.00
context_switch
0.00

THESE FEATURES
GIVE INFORMATION
ON no_pause_before_play:
long_pause_before_play
0.61
short_pause_before_play
0.49
hist_user_behavior_reason_start
0.10
skip_1
0.04
hist_user_behavior_reason_end
0.02
skip_2
0.01
not_skipped
0.01
skip_3
0.00
context_type
0.00
date
0.00
hist_user_behavior_is_shuffle
0.00
premium
0.00
time_signature
0.00
mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
no_pause_before_play
CORRELATION RATIO WITH...
session_position
0.19
hist_user_behavior_n_seekfwd
0.06
hist_user_behavior_n_seekback
0.05
session_length
0.05
duration
0.03
acoustic_vector_6
0.02
acoustic_vector_4
0.02
speechiness
0.01
hour_of_day
0.01
loudness
0.01
acoustic_vector_7
0.01
dyn_range_mean
0.01
acoustic_vector_0
0.01
bounciness
0.01
short_pause_before_play
MISSING:
---
TOP CATEGORIES
skip_2
0
143,263
85%
75,082
52%
1
24,617
15%
11,742
48%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
short_pause_before_play
PROVIDES INFORMATION ON...
long_pause_before_play
0.75
no_pause_before_play
0.49
hist_user_behavior_reason_start
0.03
not_skipped
0.01
skip_1
0.01
skip_3
0.01
hist_user_behavior_reason_end
0.01
context_type
0.00
skip_2
0.00
premium
0.00
hist_user_behavior_is_shuffle
0.00
date
0.00
context_switch
0.00
time_signature
0.00

THESE FEATURES
GIVE INFORMATION
ON short_pause_before_play:
long_pause_before_play
0.82
no_pause_before_play
0.63
hist_user_behavior_reason_start
0.10
hist_user_behavior_reason_end
0.03
not_skipped
0.02
skip_1
0.02
skip_3
0.02
context_type
0.01
skip_2
0.00
hist_user_behavior_is_shuffle
0.00
premium
0.00
date
0.00
time_signature
0.00
context_switch
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
short_pause_before_play
CORRELATION RATIO WITH...
acoustic_vector_6
0.03
session_position
0.03
hist_user_behavior_n_seekback
0.02
acoustic_vector_4
0.02
duration
0.02
dyn_range_mean
0.02
acoustic_vector_7
0.02
bounciness
0.02
beat_strength
0.02
acoustic_vector_0
0.02
danceability
0.02
hour_of_day
0.01
speechiness
0.01
release_year
0.01
long_pause_before_play
MISSING:
---
TOP CATEGORIES
skip_2
0
138,865
83%
74,146
53%
1
29,015
17%
12,678
44%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
long_pause_before_play
PROVIDES INFORMATION ON...
short_pause_before_play
0.82
no_pause_before_play
0.61
hist_user_behavior_reason_start
0.04
skip_1
0.02
hist_user_behavior_reason_end
0.01
not_skipped
0.01
skip_3
0.01
skip_2
0.00
context_switch
0.00
context_type
0.00
hist_user_behavior_is_shuffle
0.00
date
0.00
time_signature
0.00
premium
0.00

THESE FEATURES
GIVE INFORMATION
ON long_pause_before_play:
short_pause_before_play
0.75
no_pause_before_play
0.71
hist_user_behavior_reason_start
0.09
skip_1
0.03
hist_user_behavior_reason_end
0.02
not_skipped
0.01
skip_3
0.01
skip_2
0.01
context_type
0.00
context_switch
0.00
hist_user_behavior_is_shuffle
0.00
date
0.00
time_signature
0.00
premium
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
long_pause_before_play
CORRELATION RATIO WITH...
hist_user_behavior_n_seekback
0.03
acoustic_vector_6
0.03
session_position
0.02
session_length
0.02
acoustic_vector_4
0.02
duration
0.02
hour_of_day
0.01
acoustic_vector_7
0.01
dyn_range_mean
0.01
bounciness
0.01
beat_strength
0.01
speechiness
0.01
valence
0.01
loudness
0.01
hist_user_behavior_n_seekfwd
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hist_user_behavior_n_seekback
0.27
session_position
-0.04
instrumentalness
0.02
acoustic_vector_7
0.02
acoustic_vector_4
-0.02
valence
-0.02
duration
0.02
acoustic_vector_2
-0.01
danceability
-0.01
session_length
-0.01
loudness
-0.01
release_year
0.01
acoustic_vector_1
-0.01
hour_of_day
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hist_user_behavior_reason_start
0.23
no_pause_before_play
0.06
not_skipped
0.05
context_type
0.05
skip_3
0.05
hist_user_behavior_reason_end
0.04
skip_1
0.04
date
0.03
context_switch
0.03
hist_user_behavior_is_shuffle
0.02
long_pause_before_play
0.01
premium
0.01
mode
0.00
skip_2
0.00
MOST FREQUENT VALUES
0
163,216
97.2%
1
3,786
2.3%
2
536
0.3%
3
184
0.1%
4
65
<0.1%
5
36
<0.1%
6
17
<0.1%
8
8
<0.1%
7
7
<0.1%
9
5
<0.1%
14
3
<0.1%
12
2
<0.1%
15
2
<0.1%
29
2
<0.1%
38
1
<0.1%
SMALLEST VALUES
0
163,216
97.2%
1
3,786
2.3%
2
536
0.3%
3
184
0.1%
4
65
<0.1%
5
36
<0.1%
6
17
<0.1%
7
7
<0.1%
8
8
<0.1%
9
5
<0.1%
10
1
<0.1%
11
1
<0.1%
12
2
<0.1%
14
3
<0.1%
15
2
<0.1%
LARGEST VALUES
60
1
<0.1%
38
1
<0.1%
29
2
<0.1%
25
1
<0.1%
24
1
<0.1%
23
1
<0.1%
22
1
<0.1%
20
1
<0.1%
19
1
<0.1%
16
1
<0.1%
15
2
<0.1%
14
3
<0.1%
12
2
<0.1%
11
1
<0.1%
10
1
<0.1%
hist_user_behavior_n_seekback
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hist_user_behavior_n_seekfwd
0.27
session_position
-0.02
session_length
-0.02
acoustic_vector_7
0.01
key
-0.01
acoustic_vector_4
-0.01
acoustic_vector_1
0.01
release_year
0.00
acoustic_vector_0
-0.00
acousticness
-0.00
valence
-0.00
tempo
0.00
loudness
0.00
us_popularity_estimate
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hist_user_behavior_reason_end
0.09
hist_user_behavior_reason_start
0.06
no_pause_before_play
0.05
skip_1
0.05
skip_2
0.04
long_pause_before_play
0.03
context_type
0.03
hist_user_behavior_is_shuffle
0.03
short_pause_before_play
0.02
skip_3
0.02
not_skipped
0.02
date
0.02
context_switch
0.01
premium
0.01
MOST FREQUENT VALUES
0
162,705
96.9%
1
4,278
2.5%
2
521
0.3%
3
150
<0.1%
4
82
<0.1%
5
40
<0.1%
7
22
<0.1%
6
15
<0.1%
8
10
<0.1%
13
9
<0.1%
9
7
<0.1%
10
6
<0.1%
14
5
<0.1%
15
4
<0.1%
12
4
<0.1%
SMALLEST VALUES
0
162,705
96.9%
1
4,278
2.5%
2
521
0.3%
3
150
<0.1%
4
82
<0.1%
5
40
<0.1%
6
15
<0.1%
7
22
<0.1%
8
10
<0.1%
9
7
<0.1%
10
6
<0.1%
11
4
<0.1%
12
4
<0.1%
13
9
<0.1%
14
5
<0.1%
LARGEST VALUES
151
1
<0.1%
73
1
<0.1%
55
1
<0.1%
53
1
<0.1%
52
1
<0.1%
43
1
<0.1%
34
1
<0.1%
26
1
<0.1%
23
2
<0.1%
21
2
<0.1%
20
2
<0.1%
18
1
<0.1%
17
1
<0.1%
16
2
<0.1%
15
4
<0.1%
hist_user_behavior_is_shuffle
MISSING:
---
TOP CATEGORIES
skip_2
0
116,050
69%
58,126
50%
1
51,830
31%
28,698
55%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
hist_user_behavior_is_shuffle
PROVIDES INFORMATION ON...
context_type
0.04
premium
0.01
hist_user_behavior_reason_start
0.01
hist_user_behavior_reason_end
0.01
context_switch
0.01
date
0.00
skip_1
0.00
skip_2
0.00
short_pause_before_play
0.00
skip_3
0.00
time_signature
0.00
not_skipped
0.00
long_pause_before_play
0.00
no_pause_before_play
0.00

THESE FEATURES
GIVE INFORMATION
ON hist_user_behavior_is_shuffle:
context_type
0.09
hist_user_behavior_reason_start
0.02
hist_user_behavior_reason_end
0.01
premium
0.01
date
0.00
skip_1
0.00
skip_2
0.00
context_switch
0.00
skip_3
0.00
not_skipped
0.00
short_pause_before_play
0.00
long_pause_before_play
0.00
time_signature
0.00
no_pause_before_play
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hist_user_behavior_is_shuffle
CORRELATION RATIO WITH...
acoustic_vector_0
0.10
release_year
0.08
bounciness
0.08
beat_strength
0.08
danceability
0.08
dyn_range_mean
0.08
acoustic_vector_4
0.08
acoustic_vector_7
0.07
flatness
0.06
mechanism
0.05
acoustic_vector_3
0.05
acoustic_vector_2
0.05
acoustic_vector_1
0.05
organism
0.04
hour_of_day
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
instrumentalness
-0.03
acoustic_vector_2
0.03
danceability
0.02
acoustic_vector_0
-0.02
loudness
0.02
beat_strength
0.02
bounciness
0.02
dyn_range_mean
0.02
flatness
0.02
acoustic_vector_3
0.02
session_length
-0.01
mechanism
0.01
organism
-0.01
acoustic_vector_1
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
date
0.65
context_type
0.03
time_signature
0.02
hist_user_behavior_reason_end
0.02
long_pause_before_play
0.01
short_pause_before_play
0.01
not_skipped
0.01
hist_user_behavior_reason_start
0.01
skip_3
0.01
premium
0.01
no_pause_before_play
0.01
skip_1
0.01
skip_2
0.01
hist_user_behavior_is_shuffle
0.01
MOST FREQUENT VALUES
16
11,636
6.9%
14
11,590
6.9%
15
11,443
6.8%
17
10,897
6.5%
13
10,687
6.4%
18
10,319
6.1%
21
9,918
5.9%
12
9,696
5.8%
19
9,487
5.7%
20
9,366
5.6%
22
8,822
5.3%
11
8,320
5.0%
10
7,483
4.5%
23
7,230
4.3%
0
5,694
3.4%
SMALLEST VALUES
0
5,694
3.4%
1
4,127
2.5%
2
2,964
1.8%
3
2,284
1.4%
4
1,563
0.9%
5
1,303
0.8%
6
1,733
1.0%
7
2,366
1.4%
8
3,397
2.0%
9
5,555
3.3%
10
7,483
4.5%
11
8,320
5.0%
12
9,696
5.8%
13
10,687
6.4%
14
11,590
6.9%
LARGEST VALUES
23
7,230
4.3%
22
8,822
5.3%
21
9,918
5.9%
20
9,366
5.6%
19
9,487
5.7%
18
10,319
6.1%
17
10,897
6.5%
16
11,636
6.9%
15
11,443
6.8%
14
11,590
6.9%
13
10,687
6.4%
12
9,696
5.8%
11
8,320
5.0%
10
7,483
4.5%
9
5,555
3.3%
date
MISSING:
---
TOP CATEGORIES
skip_2
7/15/18
119,639
71%
61,238
51%
7/14/18
46,807
28%
24,918
53%
7/13/18
519
<1%
276
53%
7/12/18
250
<1%
118
47%
7/11/18
170
<1%
84
49%
7/10/18
144
<1%
72
50%
7/5/18
52
<1%
20
38%
7/7/18
51
<1%
12
24%
7/9/18
40
<1%
8
20%
7/6/18
40
<1%
2
5%
7/4/18
25
<1%
17
68%
7/16/18
25
<1%
7
28%
6/29/18
20
<1%
3
15%
6/30/18
20
<1%
11
55%
6/5/18
20
<1%
16
80%
5/12/18
20
<1%
12
60%
6/19/18
20
<1%
5
25%
5/18/18
18
<1%
5
28%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
date
PROVIDES INFORMATION ON...
context_type
0.00
premium
0.00
hist_user_behavior_is_shuffle
0.00
hist_user_behavior_reason_end
0.00
hist_user_behavior_reason_start
0.00
not_skipped
0.00
context_switch
0.00
skip_3
0.00
skip_1
0.00
time_signature
0.00
skip_2
0.00
short_pause_before_play
0.00
long_pause_before_play
0.00
no_pause_before_play
0.00

THESE FEATURES
GIVE INFORMATION
ON date:
context_type
0.01
premium
0.00
hist_user_behavior_is_shuffle
0.00
hist_user_behavior_reason_end
0.00
hist_user_behavior_reason_start
0.00
not_skipped
0.00
skip_3
0.00
skip_1
0.00
skip_2
0.00
time_signature
0.00
long_pause_before_play
0.00
short_pause_before_play
0.00
mode
0.00
no_pause_before_play
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
date
CORRELATION RATIO WITH...
hour_of_day
0.65
acoustic_vector_3
0.06
acoustic_vector_0
0.06
bounciness
0.06
duration
0.06
beat_strength
0.06
dyn_range_mean
0.05
acoustic_vector_5
0.05
session_length
0.05
acoustic_vector_7
0.05
danceability
0.05
release_year
0.05
acoustic_vector_1
0.04
acoustic_vector_6
0.04
premium
MISSING:
---
TOP CATEGORIES
skip_2
1
136,053
81%
69,836
51%
0
31,827
19%
16,988
53%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
premium
PROVIDES INFORMATION ON...
hist_user_behavior_is_shuffle
0.01
date
0.00
context_type
0.00
context_switch
0.00
hist_user_behavior_reason_start
0.00
hist_user_behavior_reason_end
0.00
short_pause_before_play
0.00
time_signature
0.00
mode
0.00
skip_1
0.00
skip_2
0.00
no_pause_before_play
0.00
long_pause_before_play
0.00
skip_3
0.00

THESE FEATURES
GIVE INFORMATION
ON premium:
hist_user_behavior_is_shuffle
0.01
context_type
0.01
date
0.00
hist_user_behavior_reason_start
0.00
hist_user_behavior_reason_end
0.00
short_pause_before_play
0.00
mode
0.00
skip_1
0.00
context_switch
0.00
time_signature
0.00
skip_2
0.00
no_pause_before_play
0.00
long_pause_before_play
0.00
skip_3
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
premium
CORRELATION RATIO WITH...
acoustic_vector_0
0.17
bounciness
0.13
dyn_range_mean
0.12
beat_strength
0.12
danceability
0.12
acoustic_vector_3
0.11
acoustic_vector_7
0.11
acoustic_vector_5
0.10
speechiness
0.10
release_year
0.09
acoustic_vector_4
0.09
duration
0.08
acoustic_vector_1
0.08
session_length
0.08
context_type
MISSING:
---
TOP CATEGORIES
skip_2
user_collection
67,430
40%
36,844
55%
catalog
38,263
23%
17,468
46%
editorial_playlist
35,663
21%
18,123
51%
radio
21,107
13%
11,688
55%
personalized_playlist
2,976
2%
1,346
45%
charts
2,441
1%
1,355
56%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
context_type
PROVIDES INFORMATION ON...
hist_user_behavior_is_shuffle
0.09
context_switch
0.05
hist_user_behavior_reason_start
0.02
hist_user_behavior_reason_end
0.01
time_signature
0.01
date
0.01
premium
0.01
skip_1
0.01
short_pause_before_play
0.01
long_pause_before_play
0.00
skip_2
0.00
no_pause_before_play
0.00
skip_3
0.00
not_skipped
0.00

THESE FEATURES
GIVE INFORMATION
ON context_type:
hist_user_behavior_is_shuffle
0.04
hist_user_behavior_reason_start
0.01
hist_user_behavior_reason_end
0.01
context_switch
0.01
date
0.00
skip_1
0.00
premium
0.00
time_signature
0.00
skip_2
0.00
short_pause_before_play
0.00
long_pause_before_play
0.00
no_pause_before_play
0.00
skip_3
0.00
not_skipped
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
context_type
CORRELATION RATIO WITH...
acoustic_vector_2
0.15
danceability
0.13
acoustic_vector_0
0.12
beat_strength
0.12
bounciness
0.11
acoustic_vector_1
0.11
dyn_range_mean
0.11
acoustic_vector_4
0.11
mechanism
0.11
acoustic_vector_6
0.10
organism
0.09
acoustic_vector_5
0.09
us_popularity_estimate
0.09
flatness
0.08
hist_user_behavior_reason_start
MISSING:
---
TOP CATEGORIES
skip_2
fwdbtn
79,912
48%
61,120
76%
trackdone
55,075
33%
9,059
16%
clickrow
17,514
10%
6,630
38%
backbtn
13,034
8%
8,935
69%
appload
1,942
1%
892
46%
playbtn
155
<1%
75
48%
remote
136
<1%
60
44%
trackerror
92
<1%
45
49%
endplay
20
<1%
8
40%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
hist_user_behavior_reason_start
PROVIDES INFORMATION ON...
context_switch
0.53
skip_1
0.29
skip_2
0.23
hist_user_behavior_reason_end
0.22
skip_3
0.17
not_skipped
0.17
no_pause_before_play
0.10
short_pause_before_play
0.10
long_pause_before_play
0.09
hist_user_behavior_is_shuffle
0.02
context_type
0.01
premium
0.00
date
0.00
time_signature
0.00

THESE FEATURES
GIVE INFORMATION
ON hist_user_behavior_reason_start:
hist_user_behavior_reason_end
0.21
skip_1
0.16
skip_2
0.13
skip_3
0.09
not_skipped
0.09
context_switch
0.07
no_pause_before_play
0.05
long_pause_before_play
0.04
short_pause_before_play
0.03
context_type
0.02
hist_user_behavior_is_shuffle
0.01
premium
0.00
date
0.00
time_signature
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hist_user_behavior_reason_start
CORRELATION RATIO WITH...
hist_user_behavior_n_seekfwd
0.23
session_position
0.18
session_length
0.07
hist_user_behavior_n_seekback
0.06
acoustic_vector_0
0.05
beat_strength
0.04
duration
0.04
acoustic_vector_4
0.04
acoustic_vector_6
0.04
bounciness
0.04
dyn_range_mean
0.04
acoustic_vector_1
0.04
acousticness
0.04
acoustic_vector_7
0.04
hist_user_behavior_reason_end
MISSING:
---
TOP CATEGORIES
skip_2
fwdbtn
81,389
48%
65,924
81%
trackdone
57,701
34%
237
<1%
endplay
14,823
9%
8,556
58%
backbtn
13,129
8%
11,815
90%
logout
563
<1%
163
29%
remote
267
<1%
121
45%
clickrow
8
<1%
8
100%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
hist_user_behavior_reason_end
PROVIDES INFORMATION ON...
not_skipped
0.88
skip_3
0.85
skip_2
0.52
skip_1
0.41
hist_user_behavior_reason_start
0.21
context_switch
0.09
short_pause_before_play
0.03
long_pause_before_play
0.02
no_pause_before_play
0.02
hist_user_behavior_is_shuffle
0.01
context_type
0.01
premium
0.00
date
0.00
time_signature
0.00

THESE FEATURES
GIVE INFORMATION
ON hist_user_behavior_reason_end:
not_skipped
0.48
skip_3
0.47
skip_2
0.31
skip_1
0.24
hist_user_behavior_reason_start
0.22
context_switch
0.01
context_type
0.01
short_pause_before_play
0.01
no_pause_before_play
0.01
hist_user_behavior_is_shuffle
0.01
long_pause_before_play
0.01
date
0.00
premium
0.00
time_signature
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hist_user_behavior_reason_end
CORRELATION RATIO WITH...
hist_user_behavior_n_seekback
0.09
session_length
0.09
session_position
0.07
duration
0.07
hist_user_behavior_n_seekfwd
0.04
acoustic_vector_0
0.04
acoustic_vector_4
0.03
acoustic_vector_7
0.03
acousticness
0.03
acoustic_vector_3
0.03
acoustic_vector_6
0.03
acoustic_vector_2
0.03
acoustic_vector_1
0.03
acoustic_vector_5
0.03
track_id
MISSING:
---
1,427
<1%
-
-
t_bacf06d3-9185-4183-84ea-ff0db51475ce
915
<1%
-
-
t_5718ab08-3a15-4d3f-9e63-42b2f6805e31
785
<1%
-
-
t_8c4d29b1-e0bf-464c-88f7-ac19240cbba0
730
<1%
-
-
t_a66ea088-b357-449a-8a1e-64dd0b8d6cb5
719
<1%
-
-
t_77b02acb-1b1f-4b36-b8fc-2c3e01892b9a
612
<1%
-
-
t_9a31436c-a57a-4d7a-9bbc-50f0deca33de
600
<1%
-
-
t_0e3dec82-10b4-49f1-8c2e-cd19249f7d2c
593
<1%
-
-
t_2fd6279a-06cd-4d5d-9e54-1912f51bb3c3
576
<1%
-
-
t_7533e7ff-568e-448b-904e-fc0c3a9ec87e
548
<1%
-
-
t_29a3895e-2c91-49a6-9383-6a71c597390d
536
<1%
-
-
t_0ef6d2c8-faf9-4ebe-ac75-2bade8696a3d
528
<1%
-
-
t_68888d19-7be6-4cdc-bcfb-be38431f79d7
496
<1%
-
-
t_32270005-26a1-4763-8ba5-44fcc15f9914
488
<1%
-
-
t_a0fa9956-ffc3-41c9-a344-e247baa0e321
484
<1%
-
-
t_abe577df-bc3e-48ff-a13c-f2fd7a295ba6
484
<1%
-
-
t_8f9f2397-334b-48ee-9120-96d9ddf32f92
457
<1%
-
-
t_9229bbff-130d-4668-8e84-6b35c7b7cea0
448
<1%
-
-
t_312b3509-48c1-4928-a6e5-d3e7a51c216b
447
<1%
-
-
t_81b9a202-281e-42a4-b068-e0c0f44e1e4d
445
<1%
-
-
t_7e616ed3-115f-4a97-b90e-d128c392fae0
437
<1%
-
-
t_1dba18ad-1ddb-4e97-983b-4af57e18d84a
422
<1%
-
-
t_f5205a27-c6b0-4c4d-b45f-312798372619
407
<1%
-
-
t_fb493d48-c98a-4101-8091-70d3a520d2c6
403
<1%
-
-
t_eb0063cc-948f-41d4-9dab-bf4b0e70d21e
383
<1%
-
-
t_338cb0f3-0035-418f-ab2d-3f9342815aaa
380
<1%
-
-
t_78b908e3-62db-4021-ac90-2ed146bcea8d
354
<1%
-
-
t_e8fa3463-7ef7-4ca5-8e65-2df979012c34
341
<1%
-
-
t_de860a61-bb57-4386-9d5a-6ba111c4c266
338
<1%
-
-
t_e9901b0e-dc9d-429c-a8a9-dde6ab877d54
336
<1%
-
-
t_4319026b-d2b5-478d-bf37-8f2873645c5c
323
<1%
-
-
t_8fd0c874-e115-4b75-8351-54acd7876edf
321
<1%
-
-
t_6dc02fe6-4d78-414a-8439-31240ee02270
321
<1%
-
-
t_bf17338d-830d-4890-b8e9-8ba41bb3349f
319
<1%
-
-
t_52fc9bcf-ce50-43fc-9498-c2c8421a33e7
313
<1%
-
-
t_ab55b9b5-3a1a-46a4-b58a-1c29136a08e2
308
<1%
-
-
t_b3db6567-f986-4b8f-bd7a-04057448ab3a
302
<1%
-
-
t_98e73634-8f33-4275-b544-3451553f431e
297
<1%
-
-
t_9a03f300-6504-4c7a-92b1-4cd88354ee74
291
<1%
-
-
t_297efa33-b070-4e5d-bb42-111237295b6c
289
<1%
-
-
t_a7aa673d-9c8b-4e6a-985e-ec91ed5727e9
288
<1%
-
-
t_e8308b79-41cf-4b31-b159-df093b592b41
283
<1%
-
-
t_b598e81d-c7dc-4bee-8c30-308e7b0cca2f
281
<1%
-
-
t_b193cd79-b6cb-4514-8c5b-ead28ac8dd30
279
<1%
-
-
t_58b65d28-3a54-467e-bf44-511aa89f44d4
278
<1%
-
-
t_b362a386-e30e-46be-bb44-af6efd02260f
277
<1%
-
-
t_fc5df5ba-5396-49a7-8b29-35d0d28249e0
273
<1%
-
-
t_992664c2-0754-4eb1-b0c3-0a6aa87697f5
268
<1%
-
-
t_f5cc5e37-ae7f-4788-a8e2-bbffb66eae62
263
<1%
-
-
t_2a55e695-7894-42aa-b920-52d1cbaf164c
262
<1%
-
-
t_6d21a6b7-bdac-46cc-bc45-9c731cbc7233
260
<1%
-
-
t_e906abc1-5808-4517-8ee4-2790c42c8ca4
237
<1%
-
-
t_6a40d9f0-3c44-4e11-86cd-b9a55fe2ce0a
234
<1%
-
-
t_3708b5d6-9d52-4470-9484-fff045aba7b6
232
<1%
-
-
t_42d15744-c948-489e-a92b-9e664c170b57
226
<1%
-
-
t_4ffd14f1-5406-4cfa-a9ed-a91a0f49b5bd
224
<1%
-
-
t_c0de25db-8c01-4122-9991-27132e852a18
218
<1%
-
-
t_bfe797e1-ddb7-4018-a6ba-ca05886533e7
216
<1%
-
-
t_f3c3c11b-76c3-401e-afbc-0182f37629bc
214
<1%
-
-
t_204562f8-e089-4305-be51-19913efdfbc6
212
<1%
-
-
t_61a0db14-98a8-4ad1-a770-a3ea9baba121
143,652
86%
-
-
(Other)
duration
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
danceability
-0.18
release_year
-0.17
bounciness
-0.16
dyn_range_mean
-0.16
beat_strength
-0.15
acoustic_vector_0
0.13
mechanism
-0.12
valence
-0.10
speechiness
-0.09
acoustic_vector_5
0.09
acoustic_vector_1
-0.09
acoustic_vector_3
-0.08
energy
0.07
acoustic_vector_4
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
premium
0.08
skip_3
0.07
hist_user_behavior_reason_end
0.07
not_skipped
0.06
date
0.06
hist_user_behavior_is_shuffle
0.04
hist_user_behavior_reason_start
0.04
no_pause_before_play
0.03
time_signature
0.03
context_type
0.03
short_pause_before_play
0.02
skip_2
0.02
long_pause_before_play
0.02
skip_1
0.02
MOST FREQUENT VALUES
217.92535400390625
1,427
0.9%
245.7866668701172
916
0.5%
238.6142883300781
785
0.5%
239.83578491210938
730
0.4%
232.95913696289062
719
0.4%
210.7466735839844
620
0.4%
205.14666748046875
600
0.4%
214.4666748046875
600
0.4%
197.54667663574216
587
0.3%
253.39028930664062
548
0.3%
198.97332763671875
543
0.3%
213.6000061035156
538
0.3%
264.85333251953125
496
0.3%
235.54522705078125
488
0.3%
166.60552978515625
484
0.3%
SMALLEST VALUES
30.01333045959473
2
<0.1%
30.21332931518555
1
<0.1%
30.61333084106445
1
<0.1%
30.62221908569336
2
<0.1%
30.987260818481445
1
<0.1%
31.0
1
<0.1%
31.040000915527344
3
<0.1%
31.189979553222656
1
<0.1%
31.28000068664551
1
<0.1%
31.540000915527344
2
<0.1%
31.586669921875
1
<0.1%
31.626670837402344
1
<0.1%
31.653329849243164
1
<0.1%
31.66666984558105
1
<0.1%
31.70136070251465
1
<0.1%
LARGEST VALUES
1787.760986328125
2
<0.1%
1549.965087890625
1
<0.1%
1449.5333251953125
1
<0.1%
1402.47998046875
1
<0.1%
1355.56005859375
1
<0.1%
1352.413330078125
1
<0.1%
1298.306640625
1
<0.1%
1257.3333740234375
1
<0.1%
1233.6666259765625
2
<0.1%
1194.1866455078125
1
<0.1%
1193.17333984375
1
<0.1%
1149.6800537109375
1
<0.1%
1100.173095703125
2
<0.1%
1086.7332763671877
1
<0.1%
1070.6400146484377
1
<0.1%
release_year
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_4
-0.52
acoustic_vector_1
0.52
acoustic_vector_0
-0.42
acoustic_vector_7
0.42
acoustic_vector_2
0.28
flatness
0.27
danceability
0.23
valence
-0.21
mechanism
0.21
dyn_range_mean
0.21
bounciness
0.20
loudness
0.18
organism
-0.18
speechiness
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
premium
0.09
mode
0.09
hist_user_behavior_is_shuffle
0.08
context_type
0.07
date
0.05
time_signature
0.04
hist_user_behavior_reason_start
0.03
hist_user_behavior_reason_end
0.02
not_skipped
0.02
short_pause_before_play
0.01
long_pause_before_play
0.01
no_pause_before_play
0.01
context_switch
0.01
skip_2
0.01
MOST FREQUENT VALUES
2018
66,521
39.6%
2017
33,414
19.9%
2016
15,712
9.4%
2015
10,341
6.2%
2014
5,685
3.4%
2013
4,246
2.5%
2012
2,951
1.8%
2011
2,611
1.6%
2010
2,102
1.3%
2009
1,596
1.0%
2008
1,539
0.9%
2005
1,422
0.8%
2006
1,329
0.8%
2007
1,218
0.7%
2003
1,021
0.6%
SMALLEST VALUES
1950
13
<0.1%
1951
37
<0.1%
1952
4
<0.1%
1953
9
<0.1%
1954
21
<0.1%
1955
11
<0.1%
1956
81
<0.1%
1957
16
<0.1%
1958
40
<0.1%
1959
58
<0.1%
1960
30
<0.1%
1961
60
<0.1%
1962
53
<0.1%
1963
77
<0.1%
1964
160
<0.1%
LARGEST VALUES
2018
66,521
39.6%
2017
33,414
19.9%
2016
15,712
9.4%
2015
10,341
6.2%
2014
5,685
3.4%
2013
4,246
2.5%
2012
2,951
1.8%
2011
2,611
1.6%
2010
2,102
1.3%
2009
1,596
1.0%
2008
1,539
0.9%
2007
1,218
0.7%
2006
1,329
0.8%
2005
1,422
0.8%
2004
948
0.6%
us_popularity_estimate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_0
-0.15
acoustic_vector_1
0.13
acoustic_vector_6
-0.13
release_year
0.12
instrumentalness
-0.11
acoustic_vector_4
-0.11
flatness
0.09
acoustic_vector_2
0.08
bounciness
0.08
danceability
0.08
dyn_range_mean
0.08
beat_strength
0.08
loudness
0.07
organism
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
context_type
0.09
time_signature
0.04
hist_user_behavior_is_shuffle
0.03
premium
0.03
date
0.03
hist_user_behavior_reason_start
0.02
mode
0.02
hist_user_behavior_reason_end
0.01
not_skipped
0.01
skip_3
0.01
short_pause_before_play
0.01
context_switch
0.01
skip_1
0.01
long_pause_before_play
0.00
MOST FREQUENT VALUES
99.9999871330211
1,427
0.9%
99.99978930322044
915
0.5%
99.99998230790399
785
0.5%
99.99999678325527
730
0.4%
99.99997426604219
719
0.4%
99.99992440649893
612
0.4%
99.9998568548597
600
0.4%
99.99984720462551
593
0.4%
99.99993083998841
576
0.3%
99.999964615808
548
0.3%
99.9999388818502
536
0.3%
99.99958343155798
528
0.3%
99.99969280087866
496
0.3%
97.9377063551794
488
0.3%
99.99999195813818
484
0.3%
SMALLEST VALUES
90.01889950112628
4
<0.1%
90.02402216710259
1
<0.1%
90.02662612195834
1
<0.1%
90.0508771604482
6
<0.1%
90.05344573111195
9
<0.1%
90.08030233282992
1
<0.1%
90.08754644195301
7
<0.1%
90.09919909972322
1
<0.1%
90.10951037494264
2
<0.1%
90.13099179622334
5
<0.1%
90.13596327519748
1
<0.1%
90.13770514246664
1
<0.1%
90.1438378662869
1
<0.1%
90.16422881110546
3
<0.1%
90.17392890482692
1
<0.1%
LARGEST VALUES
99.99999678325527
730
0.4%
99.99999195813818
484
0.3%
99.99998874139345
457
0.3%
99.9999871330211
1,427
0.9%
99.99998230790399
785
0.5%
99.99997748278692
380
0.2%
99.99997587441457
277
0.2%
99.99997426604219
719
0.4%
99.99997265766984
484
0.3%
99.99996783255274
226
0.1%
99.999964615808
548
0.3%
99.99995818231855
196
0.1%
99.9999565739462
263
0.2%
99.99995496557385
268
0.2%
99.99995335720148
126
<0.1%
acousticness
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
organism
0.77
energy
-0.47
loudness
-0.41
acoustic_vector_1
-0.39
mechanism
-0.37
acoustic_vector_7
-0.26
acoustic_vector_0
0.24
acoustic_vector_6
0.19
danceability
-0.17
acoustic_vector_4
0.15
tempo
-0.13
instrumentalness
0.13
acoustic_vector_5
-0.13
acoustic_vector_3
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.20
context_type
0.05
hist_user_behavior_reason_start
0.04
hist_user_behavior_reason_end
0.03
skip_3
0.03
not_skipped
0.03
skip_1
0.02
date
0.02
skip_2
0.02
hist_user_behavior_is_shuffle
0.02
premium
0.02
short_pause_before_play
0.01
long_pause_before_play
0.00
context_switch
0.00
MOST FREQUENT VALUES
0.05885517969727516
1,427
0.9%
0.4934082627296448
915
0.5%
0.016422022134065628
785
0.5%
0.34909236431121826
730
0.4%
0.02364913932979107
719
0.4%
0.08911272883415222
616
0.4%
0.04561768844723702
600
0.4%
0.2790863811969757
593
0.4%
0.02329564094543457
576
0.3%
0.09900114685297011
548
0.3%
0.03320934250950813
536
0.3%
0.012913896702229977
528
0.3%
0.01325833797454834
496
0.3%
0.5676235556602478
488
0.3%
0.03503891080617905
484
0.3%
SMALLEST VALUES
0.0
4
<0.1%
9.034616823555551e-07
2
<0.1%
1.1670271078401129e-06
1
<0.1%
1.2433540632628135e-06
1
<0.1%
1.3410317478701472e-06
1
<0.1%
1.3456120768751134e-06
1
<0.1%
1.3851333733327922e-06
1
<0.1%
1.4063318758417154e-06
1
<0.1%
1.4164779713610187e-06
1
<0.1%
1.4587945997845964e-06
1
<0.1%
1.5161435840127526e-06
2
<0.1%
1.5442019503097981e-06
1
<0.1%
1.5715012295913764e-06
1
<0.1%
1.57682018198102e-06
2
<0.1%
1.6043588857428404e-06
1
<0.1%
LARGEST VALUES
0.9957964420318604
7
<0.1%
0.995736300945282
1
<0.1%
0.9957306385040284
3
<0.1%
0.9956898093223572
1
<0.1%
0.9956724047660828
1
<0.1%
0.9956659078598022
1
<0.1%
0.995632827281952
1
<0.1%
0.9956204295158386
1
<0.1%
0.9956088662147522
1
<0.1%
0.9956002235412597
1
<0.1%
0.9955983757972716
1
<0.1%
0.995567500591278
1
<0.1%
0.9955566525459291
1
<0.1%
0.9955502152442932
1
<0.1%
0.9955477118492126
1
<0.1%
beat_strength
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bounciness
0.97
dyn_range_mean
0.89
danceability
0.88
acoustic_vector_0
-0.61
acoustic_vector_3
0.50
mechanism
0.49
organism
-0.40
acoustic_vector_5
-0.37
acoustic_vector_2
0.36
flatness
0.35
acoustic_vector_4
-0.28
speechiness
0.27
acoustic_vector_7
0.26
valence
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.17
premium
0.12
context_type
0.12
hist_user_behavior_is_shuffle
0.08
date
0.06
hist_user_behavior_reason_start
0.04
mode
0.04
short_pause_before_play
0.02
hist_user_behavior_reason_end
0.02
long_pause_before_play
0.01
not_skipped
0.01
no_pause_before_play
0.01
skip_1
0.01
skip_3
0.01
MOST FREQUENT VALUES
0.8476904034614563
1,427
0.9%
0.6851573586463928
915
0.5%
0.8329099416732787
785
0.5%
0.4839792251586914
730
0.4%
0.7765392661094666
719
0.4%
0.5744688510894777
612
0.4%
0.8109947443008424
600
0.4%
0.7775843739509583
593
0.4%
0.4184812903404236
576
0.3%
0.6357472538948059
548
0.3%
0.7803839445114134
536
0.3%
0.5523390769958496
528
0.3%
0.5471360683441162
496
0.3%
0.5989251136779785
488
0.3%
0.8366923332214355
484
0.3%
SMALLEST VALUES
0.0
35
<0.1%
0.035076290369033813
2
<0.1%
0.04087410867214202
1
<0.1%
0.04441197961568832
1
<0.1%
0.05146440863609314
1
<0.1%
0.0538371317088604
1
<0.1%
0.05640193074941635
1
<0.1%
0.05741856992244721
2
<0.1%
0.059204723685979836
1
<0.1%
0.06106896698474884
2
<0.1%
0.0618237517774105
1
<0.1%
0.06244109943509101
1
<0.1%
0.06264222413301468
1
<0.1%
0.0630163624882698
3
<0.1%
0.0633346438407898
1
<0.1%
LARGEST VALUES
0.9904189109802246
1
<0.1%
0.9672514200210572
1
<0.1%
0.9568275809288026
1
<0.1%
0.9480654001235962
2
<0.1%
0.9439855217933654
1
<0.1%
0.9422747492790222
1
<0.1%
0.941809833049774
1
<0.1%
0.938319742679596
7
<0.1%
0.9356092810630798
1
<0.1%
0.9345198273658752
1
<0.1%
0.9339494705200196
1
<0.1%
0.9332473874092102
1
<0.1%
0.9327555298805236
4
<0.1%
0.9317418932914734
1
<0.1%
0.929840326309204
5
<0.1%
bounciness
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
beat_strength
0.97
dyn_range_mean
0.96
danceability
0.88
acoustic_vector_0
-0.66
acoustic_vector_3
0.56
acoustic_vector_5
-0.42
mechanism
0.40
acoustic_vector_2
0.39
speechiness
0.39
flatness
0.36
organism
-0.32
acoustic_vector_4
-0.32
acoustic_vector_7
0.29
release_year
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.13
premium
0.13
context_type
0.11
hist_user_behavior_is_shuffle
0.08
date
0.06
mode
0.05
hist_user_behavior_reason_start
0.04
short_pause_before_play
0.02
hist_user_behavior_reason_end
0.02
not_skipped
0.01
long_pause_before_play
0.01
skip_3
0.01
skip_1
0.01
no_pause_before_play
0.01
MOST FREQUENT VALUES
0.8580746054649353
1,427
0.9%
0.7350745797157286
915
0.5%
0.8864749670028687
785
0.5%
0.487408846616745
730
0.4%
0.8068562150001526
719
0.4%
0.5893437266349792
612
0.4%
0.8336291313171386
600
0.4%
0.8608560562133789
593
0.4%
0.4511692821979522
576
0.3%
0.6969361305236816
548
0.3%
0.7435989975929259
536
0.3%
0.5968582034111023
528
0.3%
0.6387419700622559
496
0.3%
0.7021719217300415
488
0.3%
0.8856596946716307
484
0.3%
SMALLEST VALUES
0.0
35
<0.1%
0.02480268105864525
2
<0.1%
0.029267394915223118
1
<0.1%
0.031404010951519006
1
<0.1%
0.03685265779495239
1
<0.1%
0.03856853023171425
1
<0.1%
0.039957720786333084
1
<0.1%
0.04060105979442597
2
<0.1%
0.041866187006235116
1
<0.1%
0.0433342307806015
2
<0.1%
0.04371599107980728
1
<0.1%
0.04415252432227135
1
<0.1%
0.04429474100470543
1
<0.1%
0.04455929622054099
3
<0.1%
0.04478435590863228
1
<0.1%
LARGEST VALUES
0.9725903272628784
1
<0.1%
0.9668811559677124
1
<0.1%
0.9559528231620787
2
<0.1%
0.9549201726913452
1
<0.1%
0.9511886835098265
1
<0.1%
0.9504380226135252
1
<0.1%
0.9501572251319884
1
<0.1%
0.9499203562736512
1
<0.1%
0.9490336179733276
1
<0.1%
0.947452425956726
1
<0.1%
0.947340250015259
35
<0.1%
0.9466049671173096
1
<0.1%
0.945277988910675
1
<0.1%
0.9445348978042603
7
<0.1%
0.944233238697052
1
<0.1%
danceability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
beat_strength
0.88
bounciness
0.88
dyn_range_mean
0.82
mechanism
0.62
acoustic_vector_0
-0.59
organism
-0.51
acoustic_vector_2
0.42
acoustic_vector_3
0.40
flatness
0.33
acoustic_vector_4
-0.31
acoustic_vector_7
0.27
acoustic_vector_5
-0.23
release_year
0.23
instrumentalness
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.22
context_type
0.13
premium
0.12
hist_user_behavior_is_shuffle
0.08
mode
0.05
date
0.05
hist_user_behavior_reason_start
0.03
short_pause_before_play
0.02
hist_user_behavior_reason_end
0.01
long_pause_before_play
0.01
no_pause_before_play
0.01
skip_1
0.01
not_skipped
0.01
skip_3
0.01
MOST FREQUENT VALUES
0.834743082523346
1,427
0.9%
0.8263915181159973
915
0.5%
0.912074089050293
785
0.5%
0.5105764865875244
730
0.4%
0.8841163516044616
719
0.4%
0.5858871340751648
612
0.4%
0.7549477219581604
600
0.4%
0.898759663105011
593
0.4%
0.6024970412254333
576
0.3%
0.815679132938385
548
0.3%
0.7537260651588441
536
0.3%
0.7603933811187744
528
0.3%
0.70522540807724
498
0.3%
0.850911796092987
488
0.3%
0.9636182188987732
484
0.3%
SMALLEST VALUES
0.0
35
<0.1%
0.05506661906838417
3
<0.1%
0.05528458207845688
2
<0.1%
0.05738569796085358
3
<0.1%
0.06025646254420281
2
<0.1%
0.06084613874554634
2
<0.1%
0.06097656860947609
2
<0.1%
0.0615643672645092
1
<0.1%
0.06390676647424698
1
<0.1%
0.06404734402894974
1
<0.1%
0.06471960246562958
1
<0.1%
0.0653553456068039
1
<0.1%
0.06585393100976944
1
<0.1%
0.0659620463848114
1
<0.1%
0.06610465794801712
1
<0.1%
LARGEST VALUES
0.984951674938202
1
<0.1%
0.9846640825271606
1
<0.1%
0.9822763800621032
1
<0.1%
0.9812438488006592
1
<0.1%
0.9806206822395324
1
<0.1%
0.9800063371658324
1
<0.1%
0.9799685478210448
1
<0.1%
0.9797750115394592
3
<0.1%
0.9791546463966371
1
<0.1%
0.9784172773361206
3
<0.1%
0.9784075617790222
4
<0.1%
0.9777865409851074
1
<0.1%
0.9776874780654908
3
<0.1%
0.9773102402687072
1
<0.1%
0.976776361465454
1
<0.1%
dyn_range_mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bounciness
0.96
beat_strength
0.89
danceability
0.82
acoustic_vector_0
-0.63
acoustic_vector_3
0.53
speechiness
0.46
acoustic_vector_5
-0.43
mechanism
0.34
flatness
0.33
acoustic_vector_2
0.33
acoustic_vector_4
-0.31
organism
-0.28
acoustic_vector_7
0.28
energy
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
premium
0.12
context_type
0.11
time_signature
0.10
hist_user_behavior_is_shuffle
0.08
date
0.05
mode
0.05
hist_user_behavior_reason_start
0.04
short_pause_before_play
0.02
hist_user_behavior_reason_end
0.02
not_skipped
0.02
long_pause_before_play
0.01
skip_3
0.01
skip_1
0.01
no_pause_before_play
0.01
MOST FREQUENT VALUES
12.545636177062988
1,427
0.9%
10.863210678100586
915
0.5%
15.029720306396484
785
0.5%
7.519661903381347
730
0.4%
11.828484535217285
719
0.4%
8.623651504516602
612
0.4%
12.246438026428224
600
0.4%
15.016188621520994
593
0.4%
7.435524940490722
576
0.3%
10.430471420288086
548
0.3%
9.779729843139648
536
0.3%
8.993831634521484
528
0.3%
9.958260536193848
496
0.3%
11.029166221618652
488
0.3%
10.188594818115234
484
0.3%
SMALLEST VALUES
0.0
2
<0.1%
1.924756407737732
1
<0.1%
2.0567998886108403
1
<0.1%
2.191082715988159
1
<0.1%
2.4886875152587886
1
<0.1%
2.541022777557373
2
<0.1%
2.5439960956573486
1
<0.1%
2.56697678565979
2
<0.1%
2.5879032611846924
1
<0.1%
2.600629568099976
1
<0.1%
2.665696382522583
3
<0.1%
2.666625022888184
1
<0.1%
2.6729223728179927
1
<0.1%
2.6821584701538086
1
<0.1%
2.7020981311798096
3
<0.1%
LARGEST VALUES
32.34278106689453
1
<0.1%
25.251544952392575
1
<0.1%
23.68536376953125
2
<0.1%
23.26145172119141
1
<0.1%
23.008232116699215
1
<0.1%
21.843400955200195
1
<0.1%
21.634626388549805
1
<0.1%
21.385335922241207
1
<0.1%
21.209775924682614
5
<0.1%
20.775959014892575
35
<0.1%
20.72186851501465
1
<0.1%
20.112957000732425
1
<0.1%
20.101715087890625
2
<0.1%
19.970088958740234
148
<0.1%
19.798954010009766
1
<0.1%
energy
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loudness
0.69
flatness
-0.60
acousticness
-0.47
organism
-0.37
acoustic_vector_1
0.37
valence
0.34
dyn_range_mean
-0.21
acoustic_vector_5
0.21
mechanism
0.20
bounciness
-0.20
acoustic_vector_3
-0.17
beat_strength
-0.17
liveness
0.17
acoustic_vector_7
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.11
context_type
0.04
premium
0.03
hist_user_behavior_is_shuffle
0.02
date
0.02
mode
0.02
hist_user_behavior_reason_start
0.02
hist_user_behavior_reason_end
0.02
skip_3
0.01
no_pause_before_play
0.01
short_pause_before_play
0.01
not_skipped
0.01
long_pause_before_play
0.01
skip_2
0.01
MOST FREQUENT VALUES
0.62575763463974
1,427
0.9%
0.3175336122512817
915
0.5%
0.411766529083252
785
0.5%
0.5661013126373291
730
0.4%
0.5585981011390686
719
0.4%
0.908589780330658
612
0.4%
0.5749164223670961
600
0.4%
0.5856412649154663
593
0.4%
0.6583690643310546
576
0.3%
0.7263802289962769
548
0.3%
0.4494621753692627
536
0.3%
0.5787268877029418
528
0.3%
0.7843897342681885
496
0.3%
0.5410063266754149
488
0.3%
0.3456858694553375
484
0.3%
SMALLEST VALUES
0.0
4
<0.1%
2.0029576262459162e-05
1
<0.1%
2.015878999372944e-05
1
<0.1%
2.019258499785792e-05
1
<0.1%
2.029902498179581e-05
1
<0.1%
2.0314921130193397e-05
1
<0.1%
3.222443410777487e-05
1
<0.1%
4.2828953155549236e-05
1
<0.1%
0.0001736736885504797
2
<0.1%
0.00021171708067413417
1
<0.1%
0.000233676822972484
1
<0.1%
0.00024331544409506026
3
<0.1%
0.0003209673741366714
3
<0.1%
0.0004761001910082996
1
<0.1%
0.0006073910044506192
1
<0.1%
LARGEST VALUES
0.9998766183853148
1
<0.1%
0.9998579621315002
1
<0.1%
0.9997484087944032
1
<0.1%
0.9994389414787292
1
<0.1%
0.9992306232452391
1
<0.1%
0.9992146492004395
2
<0.1%
0.9989954233169556
1
<0.1%
0.998591899871826
2
<0.1%
0.99845689535141
1
<0.1%
0.9984310269355774
1
<0.1%
0.9983983635902404
1
<0.1%
0.9983333349227904
1
<0.1%
0.9982281923294068
2
<0.1%
0.9982187151908875
2
<0.1%
0.998217523097992
1
<0.1%
flatness
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
energy
-0.60
bounciness
0.36
valence
-0.35
acoustic_vector_2
0.35
beat_strength
0.35
dyn_range_mean
0.33
danceability
0.33
acoustic_vector_0
-0.32
release_year
0.27
acoustic_vector_3
0.25
acoustic_vector_4
-0.25
liveness
-0.25
loudness
-0.17
mechanism
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.11
context_type
0.08
premium
0.07
hist_user_behavior_is_shuffle
0.06
date
0.03
hist_user_behavior_reason_start
0.02
hist_user_behavior_reason_end
0.02
mode
0.01
short_pause_before_play
0.01
not_skipped
0.01
context_switch
0.01
long_pause_before_play
0.01
skip_3
0.00
no_pause_before_play
0.00
MOST FREQUENT VALUES
1.039276957511902
1,427
0.9%
1.055661916732788
915
0.5%
1.0612434148788452
785
0.5%
1.0384435653686523
730
0.4%
1.036760330200195
719
0.4%
0.978359043598175
612
0.4%
1.0101510286331177
600
0.4%
1.0216375589370728
593
0.4%
1.0299019813537598
576
0.3%
1.0016111135482788
548
0.3%
1.0186585187911987
536
0.3%
1.0486665964126587
528
0.3%
1.0074039697647097
500
0.3%
1.0326108932495115
488
0.3%
1.0345362424850464
484
0.3%
SMALLEST VALUES
0.0
2
<0.1%
0.19753442704677585
1
<0.1%
0.22122012078762052
2
<0.1%
0.2384781092405319
1
<0.1%
0.24219636619091034
1
<0.1%
0.2835139632225037
1
<0.1%
0.295745313167572
2
<0.1%
0.2958186864852905
2
<0.1%
0.3158371150493621
1
<0.1%
0.3195349872112275
3
<0.1%
0.33907800912857056
1
<0.1%
0.3447823822498321
1
<0.1%
0.3557160794734955
1
<0.1%
0.36377295851707453
2
<0.1%
0.3638745844364166
1
<0.1%
LARGEST VALUES
1.1032134294509888
20
<0.1%
1.1029855012893677
1
<0.1%
1.1022138595581057
1
<0.1%
1.0990841388702393
1
<0.1%
1.0960830450057983
4
<0.1%
1.095592379570007
2
<0.1%
1.094929337501526
1
<0.1%
1.0946546792984009
1
<0.1%
1.0936689376831057
3
<0.1%
1.0935877561569214
4
<0.1%
1.0934507846832275
2
<0.1%
1.0921379327774048
1
<0.1%
1.0917366743087769
2
<0.1%
1.091567039489746
1
<0.1%
1.0914056301116943
6
<0.1%
instrumentalness
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_1
-0.41
acoustic_vector_2
-0.34
acoustic_vector_0
0.33
loudness
-0.32
danceability
-0.20
bounciness
-0.17
beat_strength
-0.15
dyn_range_mean
-0.14
acoustic_vector_7
0.14
acousticness
0.13
acoustic_vector_6
0.13
speechiness
-0.12
organism
0.11
energy
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.08
context_type
0.06
premium
0.04
hist_user_behavior_reason_start
0.03
hist_user_behavior_is_shuffle
0.02
hist_user_behavior_reason_end
0.02
date
0.02
skip_1
0.02
not_skipped
0.01
skip_3
0.01
skip_2
0.01
long_pause_before_play
0.01
no_pause_before_play
0.01
context_switch
0.01
MOST FREQUENT VALUES
5.999111090204679e-05
1,427
0.9%
0.013059237971901894
915
0.5%
0.012961606495082378
785
0.5%
1.7828689913290674e-10
730
0.4%
1.7681883734965709e-09
719
0.4%
0.00010895374725805596
612
0.4%
0.0012368520256131887
600
0.4%
7.926860234874766e-08
593
0.4%
6.004126771586016e-05
576
0.3%
2.3824351558232593e-07
548
0.3%
8.286230877274646e-05
536
0.3%
0.0035086157731711864
528
0.3%
3.358560007882261e-08
496
0.3%
7.545271500930539e-07
488
0.3%
6.035584532160243e-11
484
0.3%
SMALLEST VALUES
0.0
4
<0.1%
4.851275326280598e-16
1
<0.1%
7.992268312277411e-16
1
<0.1%
8.155771082085909e-16
1
<0.1%
8.394037214983808e-16
2
<0.1%
1.0466125443522533e-15
1
<0.1%
1.1604284673539318e-15
1
<0.1%
1.2111388475983893e-15
2
<0.1%
1.3279324090470221e-15
1
<0.1%
1.5097030325498344e-15
1
<0.1%
1.7460928815904463e-15
1
<0.1%
2.144015090046005e-15
1
<0.1%
2.182858962215903e-15
1
<0.1%
2.503986304937191e-15
42
<0.1%
2.5217754791371887e-15
1
<0.1%
LARGEST VALUES
0.9993987679481506
1
<0.1%
0.9992702603340148
2
<0.1%
0.9992608428001404
1
<0.1%
0.9985650777816772
1
<0.1%
0.9984960556030272
1
<0.1%
0.9976671934127808
2
<0.1%
0.9964455366134644
1
<0.1%
0.9960994124412536
1
<0.1%
0.9959306716918944
2
<0.1%
0.9951142072677612
1
<0.1%
0.994820773601532
1
<0.1%
0.9935675859451294
1
<0.1%
0.9932275414466858
2
<0.1%
0.993087887763977
1
<0.1%
0.9922804236412048
1
<0.1%
key
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
valence
0.09
flatness
-0.06
tempo
-0.04
acousticness
0.03
acoustic_vector_4
0.02
liveness
-0.02
beat_strength
0.02
acoustic_vector_6
0.02
energy
0.02
duration
-0.02
speechiness
0.01
danceability
0.01
organism
0.01
acoustic_vector_0
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mode
0.22
context_type
0.04
time_signature
0.03
date
0.02
hist_user_behavior_reason_start
0.01
hist_user_behavior_reason_end
0.01
premium
0.01
context_switch
0.01
hist_user_behavior_is_shuffle
0.01
no_pause_before_play
0.01
skip_1
0.00
skip_2
0.00
skip_3
0.00
not_skipped
0.00
MOST FREQUENT VALUES
1
25,946
15.5%
0
18,085
10.8%
7
15,758
9.4%
9
14,724
8.8%
2
14,577
8.7%
11
13,859
8.3%
10
13,371
8.0%
5
12,958
7.7%
8
12,715
7.6%
6
11,653
6.9%
4
10,217
6.1%
3
4,017
2.4%
SMALLEST VALUES
0
18,085
10.8%
1
25,946
15.5%
2
14,577
8.7%
3
4,017
2.4%
4
10,217
6.1%
5
12,958
7.7%
6
11,653
6.9%
7
15,758
9.4%
8
12,715
7.6%
9
14,724
8.8%
10
13,371
8.0%
11
13,859
8.3%
LARGEST VALUES
11
13,859
8.3%
10
13,371
8.0%
9
14,724
8.8%
8
12,715
7.6%
7
15,758
9.4%
6
11,653
6.9%
5
12,958
7.7%
4
10,217
6.1%
3
4,017
2.4%
2
14,577
8.7%
1
25,946
15.5%
0
18,085
10.8%
liveness
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
flatness
-0.25
energy
0.17
acoustic_vector_2
-0.14
speechiness
0.13
danceability
-0.13
acoustic_vector_5
-0.12
dyn_range_mean
-0.10
mechanism
-0.10
bounciness
-0.10
beat_strength
-0.10
duration
0.06
acousticness
-0.04
release_year
-0.04
acoustic_vector_4
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
context_type
0.06
date
0.04
time_signature
0.03
mode
0.02
premium
0.01
hist_user_behavior_reason_end
0.01
skip_3
0.01
hist_user_behavior_reason_start
0.01
not_skipped
0.01
context_switch
0.01
hist_user_behavior_is_shuffle
0.01
no_pause_before_play
0.00
skip_2
0.00
skip_1
0.00
MOST FREQUENT VALUES
0.3962488472461701
1,427
0.9%
0.11019694060087204
915
0.5%
0.10357794910669328
785
0.5%
0.3402145206928253
730
0.4%
0.10084929317235948
719
0.4%
0.11873207986354828
612
0.4%
0.276028037071228
600
0.4%
0.0836201086640358
593
0.4%
0.2372368574142456
576
0.3%
0.37157660722732544
548
0.3%
0.5518212914466858
536
0.3%
0.1064608246088028
528
0.3%
0.16804459691047668
496
0.3%
0.13047665357589722
488
0.3%
0.12304942309856415
484
0.3%
SMALLEST VALUES
0.0
4
<0.1%
0.01156213879585266
2
<0.1%
0.012336929328739643
1
<0.1%
0.012485434301197529
1
<0.1%
0.013570508919656277
2
<0.1%
0.014604875817894937
1
<0.1%
0.014915949665009975
1
<0.1%
0.015686212107539173
3
<0.1%
0.016770467162132263
1
<0.1%
0.017580816522240642
1
<0.1%
0.017996469512581825
1
<0.1%
0.018022585660219196
2
<0.1%
0.018779147416353226
3
<0.1%
0.01878234185278416
1
<0.1%
0.018801458179950714
1
<0.1%
LARGEST VALUES
0.9962573051452636
2
<0.1%
0.9961579442024232
1
<0.1%
0.9958702325820924
2
<0.1%
0.9955849647521972
1
<0.1%
0.995332896709442
1
<0.1%
0.9950596690177916
1
<0.1%
0.9945924282073973
3
<0.1%
0.9939808845520021
3
<0.1%
0.9936847686767578
1
<0.1%
0.9931760430335999
1
<0.1%
0.9924022555351256
1
<0.1%
0.9919269680976868
1
<0.1%
0.9918543100357056
2
<0.1%
0.9917713403701782
1
<0.1%
0.9914236664772031
1
<0.1%
loudness
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
energy
0.69
acoustic_vector_1
0.56
acousticness
-0.41
organism
-0.39
instrumentalness
-0.32
mechanism
0.27
acoustic_vector_2
0.27
acoustic_vector_5
0.26
valence
0.23
acoustic_vector_0
-0.22
release_year
0.18
flatness
-0.17
acoustic_vector_7
0.15
tempo
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.15
context_type
0.08
hist_user_behavior_reason_start
0.03
mode
0.02
date
0.02
hist_user_behavior_reason_end
0.02
premium
0.02
no_pause_before_play
0.01
skip_3
0.01
long_pause_before_play
0.01
skip_1
0.01
short_pause_before_play
0.01
not_skipped
0.01
skip_2
0.01
MOST FREQUENT VALUES
-5.833000183105469
1,481
0.9%
-12.390999794006348
915
0.5%
-8.074000358581543
796
0.5%
-7.230000019073486
744
0.4%
-7.441999912261963
721
0.4%
-6.473999977111816
654
0.4%
-8.152000427246092
635
0.4%
-8.392999649047852
623
0.4%
-7.866000175476073
599
0.4%
-5.934000015258789
590
0.4%
-5.119999885559082
571
0.3%
-3.997999906539917
553
0.3%
-9.211000442504883
544
0.3%
-7.374000072479247
532
0.3%
-9.309000015258787
504
0.3%
SMALLEST VALUES
-60.0
2
<0.1%
-57.22999954223633
1
<0.1%
-54.3759994506836
1
<0.1%
-52.42699813842773
1
<0.1%
-52.18899917602539
1
<0.1%
-49.90800094604492
1
<0.1%
-47.8759994506836
1
<0.1%
-47.0359992980957
1
<0.1%
-46.24599838256836
1
<0.1%
-45.00400161743164
1
<0.1%
-43.58700180053711
3
<0.1%
-43.14400100708008
1
<0.1%
-42.53200149536133
1
<0.1%
-42.41600036621094
1
<0.1%
-42.33200073242188
1
<0.1%
LARGEST VALUES
1.633999943733215
1
<0.1%
0.887000024318695
1
<0.1%
0.878000020980835
1
<0.1%
0.5509999990463257
1
<0.1%
0.5249999761581421
1
<0.1%
0.4959999918937683
3
<0.1%
0.4909999966621399
1
<0.1%
0.4850000143051148
1
<0.1%
0.4760000109672546
1
<0.1%
0.2700000107288361
2
<0.1%
0.17499999701976776
30
<0.1%
0.09700000286102296
1
<0.1%
0.03799999877810478
1
<0.1%
0.037000000476837165
2
<0.1%
-0.026000000536441803
1
<0.1%
mechanism
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
organism
-0.86
danceability
0.62
beat_strength
0.49
bounciness
0.40
acousticness
-0.37
dyn_range_mean
0.34
acoustic_vector_1
0.31
loudness
0.27
acoustic_vector_0
-0.25
acoustic_vector_7
0.24
tempo
0.24
acoustic_vector_2
0.22
release_year
0.21
acoustic_vector_4
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.28
context_type
0.11
premium
0.06
hist_user_behavior_is_shuffle
0.05
date
0.03
hist_user_behavior_reason_start
0.03
hist_user_behavior_reason_end
0.02
mode
0.01
short_pause_before_play
0.01
long_pause_before_play
0.01
skip_3
0.01
skip_2
0.01
not_skipped
0.01
no_pause_before_play
0.00
MOST FREQUENT VALUES
0.8522336483001709
1,427
0.9%
0.6916890144348145
920
0.5%
0.9412844181060792
785
0.5%
0.42402827739715576
730
0.4%
0.7897897958755493
720
0.4%
0.6436363458633423
612
0.4%
0.7674418687820433
609
0.4%
0.8101851940155029
604
0.4%
0.5804877877235413
587
0.3%
0.75
565
0.3%
0.695121943950653
551
0.3%
0.6837209463119506
539
0.3%
0.7101910710334778
529
0.3%
0.663551390171051
498
0.3%
0.642405092716217
497
0.3%
SMALLEST VALUES
0.0
35
<0.1%
0.05400539934635162
1
<0.1%
0.05582524091005325
1
<0.1%
0.06085918843746185
1
<0.1%
0.061403509229421616
2
<0.1%
0.06259097158908844
1
<0.1%
0.06260945647954941
1
<0.1%
0.0649411752820015
1
<0.1%
0.06525911390781403
1
<0.1%
0.06551723927259445
3
<0.1%
0.06627102196216583
1
<0.1%
0.0670391097664833
1
<0.1%
0.06712962687015532
2
<0.1%
0.06732673197984697
1
<0.1%
0.06859756261110304
2
<0.1%
LARGEST VALUES
1.0
38
<0.1%
0.9986631274223328
1
<0.1%
0.9979122877120972
1
<0.1%
0.997668981552124
1
<0.1%
0.9976019263267516
4
<0.1%
0.9974747300148009
1
<0.1%
0.997389018535614
1
<0.1%
0.9973753094673156
1
<0.1%
0.9973649382591248
4
<0.1%
0.9973226189613342
1
<0.1%
0.9972222447395324
1
<0.1%
0.9965397715568542
1
<0.1%
0.9965277910232546
1
<0.1%
0.996515691280365
1
<0.1%
0.9963099360466005
2
<0.1%
mode
MISSING:
---
TOP CATEGORIES
skip_2
1
103,063
61%
52,829
51%
0
64,817
39%
33,995
52%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mode
PROVIDES INFORMATION ON...
time_signature
0.01
premium
0.00
context_type
0.00
date
0.00
context_switch
0.00
hist_user_behavior_is_shuffle
0.00
skip_2
0.00
skip_1
0.00
hist_user_behavior_reason_start
0.00
skip_3
0.00
hist_user_behavior_reason_end
0.00
not_skipped
0.00
no_pause_before_play
0.00
long_pause_before_play
0.00

THESE FEATURES
GIVE INFORMATION
ON mode:
time_signature
0.00
context_type
0.00
premium
0.00
date
0.00
hist_user_behavior_reason_start
0.00
hist_user_behavior_reason_end
0.00
hist_user_behavior_is_shuffle
0.00
skip_2
0.00
skip_1
0.00
skip_3
0.00
not_skipped
0.00
context_switch
0.00
no_pause_before_play
0.00
long_pause_before_play
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mode
CORRELATION RATIO WITH...
key
0.22
acoustic_vector_7
0.20
acoustic_vector_4
0.17
acoustic_vector_0
0.14
acoustic_vector_1
0.09
release_year
0.09
speechiness
0.09
acoustic_vector_2
0.08
acoustic_vector_3
0.05
danceability
0.05
dyn_range_mean
0.05
bounciness
0.05
beat_strength
0.04
loudness
0.02
organism
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mechanism
-0.86
acousticness
0.77
danceability
-0.51
acoustic_vector_1
-0.41
beat_strength
-0.40
loudness
-0.39
energy
-0.37
bounciness
-0.32
acoustic_vector_0
0.31
acoustic_vector_7
-0.28
dyn_range_mean
-0.28
acoustic_vector_4
0.22
tempo
-0.22
acoustic_vector_2
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.28
context_type
0.09
premium
0.05
hist_user_behavior_is_shuffle
0.04
hist_user_behavior_reason_start
0.04
date
0.03
hist_user_behavior_reason_end
0.02
not_skipped
0.01
skip_3
0.01
skip_1
0.01
mode
0.01
short_pause_before_play
0.01
skip_2
0.01
long_pause_before_play
0.01
MOST FREQUENT VALUES
0.11246959120035173
1,427
0.9%
0.411404550075531
915
0.5%
0.043111506849527366
785
0.5%
0.4762399196624756
730
0.4%
0.1495787650346756
719
0.4%
0.25974613428115845
612
0.4%
0.16757723689079285
600
0.4%
0.2386617660522461
593
0.4%
0.2970969378948212
576
0.3%
0.2266625761985779
548
0.3%
0.22487252950668332
536
0.3%
0.20512920618057248
528
0.3%
0.25303155183792114
496
0.3%
0.4665801823139191
488
0.3%
0.2566252648830413
484
0.3%
SMALLEST VALUES
0.0
35
<0.1%
3.835879397229292e-05
1
<0.1%
0.00011288750829407944
1
<0.1%
0.00019153351604472849
2
<0.1%
0.00019423472986090928
2
<0.1%
0.00028461255715228617
1
<0.1%
0.0003677613567560911
1
<0.1%
0.000520277360919863
1
<0.1%
0.0007325633196160197
1
<0.1%
0.0017263033660128713
1
<0.1%
0.0018714009784162047
1
<0.1%
0.002005727728828788
1
<0.1%
0.0022772257216274734
1
<0.1%
0.0027946855407208204
1
<0.1%
0.0030116934794932604
1
<0.1%
LARGEST VALUES
0.962349772453308
1
<0.1%
0.9547346234321594
1
<0.1%
0.9541558623313904
1
<0.1%
0.9538199901580809
1
<0.1%
0.9530043005943298
1
<0.1%
0.9523775577545166
1
<0.1%
0.9519213438034057
1
<0.1%
0.9503695368766784
1
<0.1%
0.950347661972046
1
<0.1%
0.9502580761909486
1
<0.1%
0.9502310752868652
2
<0.1%
0.9501052498817444
1
<0.1%
0.9499205946922302
1
<0.1%
0.9498090147972108
1
<0.1%
0.949274480342865
1
<0.1%
speechiness
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_0
-0.46
dyn_range_mean
0.46
acoustic_vector_5
-0.44
bounciness
0.39
acoustic_vector_4
-0.31
acoustic_vector_6
-0.31
acoustic_vector_3
0.29
beat_strength
0.27
acoustic_vector_7
0.22
danceability
0.19
mechanism
-0.18
release_year
0.17
liveness
0.13
instrumentalness
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.11
premium
0.10
mode
0.09
context_type
0.06
hist_user_behavior_is_shuffle
0.04
date
0.03
hist_user_behavior_reason_end
0.03
skip_3
0.02
skip_1
0.02
hist_user_behavior_reason_start
0.02
not_skipped
0.02
skip_2
0.02
short_pause_before_play
0.01
no_pause_before_play
0.01
MOST FREQUENT VALUES
0.12547077238559726
1,427
0.9%
0.05742783099412919
915
0.5%
0.1235431432723999
785
0.5%
0.199701264500618
730
0.4%
0.1199633851647377
719
0.4%
0.07050050795078278
612
0.4%
0.06777407228946684
600
0.4%
0.34353452920913696
593
0.4%
0.05577555298805237
576
0.3%
0.1294386237859726
548
0.3%
0.10934923589229584
536
0.3%
0.05694197863340378
528
0.3%
0.2708503305912017
496
0.3%
0.05048071593046189
488
0.3%
0.5299239158630371
484
0.3%
SMALLEST VALUES
0.0
35
<0.1%
0.02207772247493267
1
<0.1%
0.022138394415378567
1
<0.1%
0.02236931025981903
2
<0.1%
0.022489124909043312
1
<0.1%
0.02252688445150852
2
<0.1%
0.02255367487668991
2
<0.1%
0.02267417125403881
1
<0.1%
0.02272668667137623
1
<0.1%
0.0227297767996788
2
<0.1%
0.022751063108444214
1
<0.1%
0.022780383005738255
3
<0.1%
0.022800140082836155
1
<0.1%
0.022823654115200043
1
<0.1%
0.022833293303847316
1
<0.1%
LARGEST VALUES
0.961407721042633
1
<0.1%
0.960600972175598
2
<0.1%
0.9603573083877563
1
<0.1%
0.9601438641548156
2
<0.1%
0.9599977135658264
1
<0.1%
0.9597547054290771
1
<0.1%
0.9586110711097716
3
<0.1%
0.9582145214080809
1
<0.1%
0.9582087993621826
1
<0.1%
0.9574075937271118
1
<0.1%
0.956477701663971
1
<0.1%
0.955968737602234
1
<0.1%
0.9558420181274414
1
<0.1%
0.9556195735931396
2
<0.1%
0.9554545879364011
1
<0.1%
tempo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mechanism
0.24
organism
-0.22
beat_strength
-0.16
acousticness
-0.13
energy
0.12
loudness
0.12
speechiness
0.09
acoustic_vector_1
0.08
bounciness
-0.06
acoustic_vector_0
-0.05
acoustic_vector_7
0.05
danceability
-0.05
dyn_range_mean
0.04
key
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.08
premium
0.03
context_type
0.02
mode
0.02
date
0.01
hist_user_behavior_reason_start
0.01
hist_user_behavior_reason_end
0.01
not_skipped
0.01
skip_3
0.01
skip_2
0.01
skip_1
0.01
short_pause_before_play
0.00
no_pause_before_play
0.00
hist_user_behavior_is_shuffle
0.00
MOST FREQUENT VALUES
91.02999877929688
1,454
0.9%
103.0019989013672
920
0.5%
154.98300170898438
785
0.5%
83.9029998779297
730
0.4%
97.99400329589844
722
0.4%
93.3939971923828
612
0.4%
85.98699951171875
602
0.4%
150.00100708007812
598
0.4%
145.031005859375
578
0.3%
100.01000213623048
557
0.3%
136.04800415039062
555
0.3%
77.16899871826173
536
0.3%
160.03500366210938
507
0.3%
75.02300262451173
504
0.3%
119.95800018310548
497
0.3%
SMALLEST VALUES
0.0
35
<0.1%
32.054000854492195
1
<0.1%
33.685001373291016
1
<0.1%
34.71699905395508
1
<0.1%
35.83100128173828
1
<0.1%
36.94900131225585
1
<0.1%
38.016998291015625
2
<0.1%
38.49800109863281
1
<0.1%
39.11999893188477
2
<0.1%
40.43199920654297
4
<0.1%
41.58599853515625
1
<0.1%
41.86000061035156
1
<0.1%
42.06900024414063
1
<0.1%
42.111000061035156
1
<0.1%
43.2599983215332
1
<0.1%
LARGEST VALUES
218.7749938964844
1
<0.1%
217.8070068359375
1
<0.1%
217.22799682617188
1
<0.1%
216.1529998779297
1
<0.1%
216.1150054931641
11
<0.1%
215.9900054931641
1
<0.1%
215.81300354003903
1
<0.1%
215.81100463867188
1
<0.1%
214.1260070800781
3
<0.1%
213.7879943847656
1
<0.1%
213.2769927978516
1
<0.1%
211.9739990234375
2
<0.1%
211.9579925537109
1
<0.1%
211.2610015869141
5
<0.1%
210.7769927978516
1
<0.1%
time_signature
MISSING:
---
TOP CATEGORIES
skip_2
4
157,101
94%
81,383
52%
3
7,546
4%
3,784
50%
5
2,177
1%
1,136
52%
1
1,017
<1%
510
50%
0
39
<1%
11
28%
ALL
167,880
100%
86,824
52%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
time_signature
PROVIDES INFORMATION ON...
mode
0.00
context_type
0.00
premium
0.00
hist_user_behavior_is_shuffle
0.00
date
0.00
hist_user_behavior_reason_start
0.00
context_switch
0.00
short_pause_before_play
0.00
not_skipped
0.00
hist_user_behavior_reason_end
0.00
skip_3
0.00
skip_1
0.00
long_pause_before_play
0.00
skip_2
0.00

THESE FEATURES
GIVE INFORMATION
ON time_signature:
context_type
0.01
mode
0.01
hist_user_behavior_reason_start
0.00
date
0.00
premium
0.00
hist_user_behavior_is_shuffle
0.00
hist_user_behavior_reason_end
0.00
not_skipped
0.00
skip_3
0.00
skip_1
0.00
short_pause_before_play
0.00
skip_2
0.00
long_pause_before_play
0.00
no_pause_before_play
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
CORRELATION RATIO WITH...
organism
0.28
mechanism
0.28
danceability
0.22
acoustic_vector_6
0.22
acoustic_vector_4
0.21
acousticness
0.20
acoustic_vector_1
0.17
beat_strength
0.17
acoustic_vector_0
0.15
acoustic_vector_5
0.15
loudness
0.15
bounciness
0.13
acoustic_vector_7
0.13
acoustic_vector_3
0.12
valence
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
flatness
-0.35
energy
0.34
acoustic_vector_4
0.32
acoustic_vector_6
0.28
loudness
0.23
release_year
-0.21
beat_strength
0.20
danceability
0.19
acoustic_vector_3
0.19
bounciness
0.18
mechanism
0.18
acoustic_vector_7
-0.17
acoustic_vector_2
0.15
dyn_range_mean
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
context_type
0.05
time_signature
0.05
hist_user_behavior_is_shuffle
0.03
date
0.03
hist_user_behavior_reason_start
0.02
hist_user_behavior_reason_end
0.01
skip_3
0.01
premium
0.01
long_pause_before_play
0.01
short_pause_before_play
0.01
mode
0.01
not_skipped
0.01
no_pause_before_play
0.01
skip_1
0.01
MOST FREQUENT VALUES
0.3499880433082581
1,427
0.9%
0.138166144490242
915
0.5%
0.4218192398548127
785
0.5%
0.21814672648906708
730
0.4%
0.34174445271492004
719
0.4%
0.756890296936035
612
0.4%
0.4903334975242615
600
0.4%
0.4924155175685882
593
0.4%
0.26783818006515503
576
0.3%
0.6500869989395142
548
0.3%
0.3567425310611725
536
0.3%
0.12506961822509766
528
0.3%
0.3767766654491425
496
0.3%
0.4483190178871154
488
0.3%
0.5620201826095581
484
0.3%
SMALLEST VALUES
0.0
35
<0.1%
9.999999747378752e-06
33
<0.1%
0.0005734841688536109
1
<0.1%
0.0017305858200415967
2
<0.1%
0.002706314204260707
2
<0.1%
0.002975178649649024
2
<0.1%
0.0031537532340735197
2
<0.1%
0.004473324865102768
2
<0.1%
0.004485246725380421
2
<0.1%
0.005013021640479565
1
<0.1%
0.0055757593363523475
2
<0.1%
0.007679307367652655
1
<0.1%
0.00771148269996047
3
<0.1%
0.0077931033447384826
1
<0.1%
0.01018559280782938
1
<0.1%
LARGEST VALUES
0.9999899864196776
1
<0.1%
0.9989033341407778
1
<0.1%
0.996847689151764
2
<0.1%
0.9940514564514159
2
<0.1%
0.9904393553733823
3
<0.1%
0.9899629950523376
1
<0.1%
0.9894220232963562
2
<0.1%
0.9883860349655152
1
<0.1%
0.988259494304657
1
<0.1%
0.9862030744552612
1
<0.1%
0.9861586689949036
1
<0.1%
0.98615163564682
1
<0.1%
0.9857004880905152
1
<0.1%
0.9856190681457521
1
<0.1%
0.9851980209350586
2
<0.1%
acoustic_vector_0
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bounciness
-0.66
dyn_range_mean
-0.63
beat_strength
-0.61
danceability
-0.59
acoustic_vector_4
0.58
acoustic_vector_3
-0.57
acoustic_vector_7
-0.56
acoustic_vector_2
-0.54
acoustic_vector_1
-0.47
speechiness
-0.46
release_year
-0.42
acoustic_vector_5
0.41
instrumentalness
0.33
flatness
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
premium
0.17
time_signature
0.15
mode
0.14
context_type
0.12
hist_user_behavior_is_shuffle
0.10
date
0.06
hist_user_behavior_reason_start
0.05
hist_user_behavior_reason_end
0.04
skip_3
0.04
not_skipped
0.04
skip_1
0.03
skip_2
0.03
short_pause_before_play
0.02
long_pause_before_play
0.01
MOST FREQUENT VALUES
-0.7796537280082702
1,427
0.9%
-0.4726848602294922
915
0.5%
-0.9088461399078368
785
0.5%
-0.8167445659637451
730
0.4%
-0.8999319672584533
719
0.4%
-0.8487741947174072
612
0.4%
-0.8417255878448486
600
0.4%
-0.8571064472198486
593
0.4%
-0.5293982625007629
576
0.3%
-0.7719855904579161
548
0.3%
-0.8291733860969542
536
0.3%
-0.6156333088874817
528
0.3%
-0.9262371659278871
496
0.3%
-0.5483432412147522
488
0.3%
-0.687203049659729
484
0.3%
SMALLEST VALUES
-1.1227920055389404
1
<0.1%
-1.0944135189056396
1
<0.1%
-1.0936452150344849
1
<0.1%
-1.0905742645263672
2
<0.1%
-1.090346336364746
1
<0.1%
-1.0893349647521973
1
<0.1%
-1.0882915258407593
3
<0.1%
-1.087515950202942
1
<0.1%
-1.083268642425537
1
<0.1%
-1.0782703161239624
1
<0.1%
-1.0738986730575562
1
<0.1%
-1.0729161500930786
1
<0.1%
-1.0684335231781006
1
<0.1%
-1.0683295726776123
1
<0.1%
-1.0658764839172363
1
<0.1%
LARGEST VALUES
0.9321646690368652
1
<0.1%
0.909733772277832
2
<0.1%
0.903914749622345
1
<0.1%
0.9027978181838988
1
<0.1%
0.8952570557594299
1
<0.1%
0.8944941759109498
1
<0.1%
0.8913604617118835
2
<0.1%
0.8896089196205139
1
<0.1%
0.8837898373603821
2
<0.1%
0.8821600675582885
1
<0.1%
0.8781312704086301
2
<0.1%
0.876893401145935
1
<0.1%
0.8767383098602296
2
<0.1%
0.8765943050384521
1
<0.1%
0.8742256164550781
1
<0.1%
acoustic_vector_1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loudness
0.56
release_year
0.52
acoustic_vector_0
-0.47
acoustic_vector_7
0.42
organism
-0.41
instrumentalness
-0.41
acousticness
-0.39
acoustic_vector_2
0.37
acoustic_vector_4
-0.37
energy
0.37
acoustic_vector_5
0.33
mechanism
0.31
acoustic_vector_3
-0.24
danceability
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.17
context_type
0.11
mode
0.09
premium
0.08
hist_user_behavior_is_shuffle
0.05
date
0.04
hist_user_behavior_reason_start
0.04
hist_user_behavior_reason_end
0.03
skip_1
0.02
skip_3
0.01
skip_2
0.01
context_switch
0.01
not_skipped
0.01
long_pause_before_play
0.00
MOST FREQUENT VALUES
0.32565271854400635
1,427
0.9%
0.2270538806915283
915
0.5%
0.25949716567993164
785
0.5%
0.406896710395813
730
0.4%
0.3288764357566833
719
0.4%
0.3396283686161041
612
0.4%
0.2659182250499725
600
0.4%
0.2742415964603424
593
0.4%
0.382773756980896
576
0.3%
0.3588314652442932
548
0.3%
0.24767141044139865
536
0.3%
0.292675644159317
528
0.3%
0.4065900146961212
496
0.3%
0.427173912525177
488
0.3%
0.36462149024009705
484
0.3%
SMALLEST VALUES
-1.0843604803085327
1
<0.1%
-1.0840917825698853
1
<0.1%
-1.0808398723602295
1
<0.1%
-1.0803014039993286
1
<0.1%
-1.0690909624099731
1
<0.1%
-1.0605586767196655
2
<0.1%
-1.0603675842285156
1
<0.1%
-1.053294658660889
1
<0.1%
-1.0508581399917605
1
<0.1%
-1.047983169555664
1
<0.1%
-1.0459959506988523
1
<0.1%
-1.0379718542099001
1
<0.1%
-1.0307697057724001
1
<0.1%
-1.029577374458313
1
<0.1%
-1.028200387954712
1
<0.1%
LARGEST VALUES
0.812836766242981
1
<0.1%
0.7938130497932434
1
<0.1%
0.7814434170722963
1
<0.1%
0.7801832556724547
1
<0.1%
0.7796040773391723
1
<0.1%
0.7788230180740355
2
<0.1%
0.7743970155715942
1
<0.1%
0.773682177066803
2
<0.1%
0.7700982689857483
1
<0.1%
0.7681080102920531
1
<0.1%
0.76609206199646
3
<0.1%
0.7654281258583069
1
<0.1%
0.760670304298401
1
<0.1%
0.7599018812179565
1
<0.1%
0.7590803503990173
3
<0.1%
acoustic_vector_2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_0
-0.54
danceability
0.42
acoustic_vector_3
0.41
bounciness
0.39
acoustic_vector_1
0.37
beat_strength
0.36
acoustic_vector_4
-0.36
flatness
0.35
instrumentalness
-0.34
dyn_range_mean
0.33
release_year
0.28
loudness
0.27
acoustic_vector_6
0.23
mechanism
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
context_type
0.15
time_signature
0.08
mode
0.08
premium
0.06
hist_user_behavior_is_shuffle
0.05
date
0.04
hist_user_behavior_reason_start
0.03
hist_user_behavior_reason_end
0.03
not_skipped
0.01
skip_1
0.01
skip_3
0.01
skip_2
0.01
context_switch
0.01
long_pause_before_play
0.01
MOST FREQUENT VALUES
0.2622341513633728
1,427
0.9%
0.3150869607925415
915
0.5%
0.19505974650383
785
0.5%
0.2364130616188049
730
0.4%
0.252108633518219
719
0.4%
0.25993072986602783
612
0.4%
0.23315075039863584
600
0.4%
0.2319569289684296
593
0.4%
0.3506636619567871
576
0.3%
0.30890125036239624
551
0.3%
0.19653180241584775
536
0.3%
0.3319611847400665
528
0.3%
0.2547256946563721
496
0.3%
0.3434368371963501
488
0.3%
0.2268684208393097
484
0.3%
SMALLEST VALUES
-0.7522307634353637
1
<0.1%
-0.7315149903297424
2
<0.1%
-0.725750982761383
1
<0.1%
-0.7230327725410461
1
<0.1%
-0.707261860370636
1
<0.1%
-0.7062275409698486
1
<0.1%
-0.7018665671348572
2
<0.1%
-0.7011647820472717
1
<0.1%
-0.699732780456543
1
<0.1%
-0.6996839046478271
1
<0.1%
-0.6883272528648376
1
<0.1%
-0.6841729283332825
2
<0.1%
-0.6828794479370117
1
<0.1%
-0.6819760799407959
1
<0.1%
-0.6789616942405701
1
<0.1%
LARGEST VALUES
0.6052882671356201
1
<0.1%
0.5939116477966309
1
<0.1%
0.5919137597084045
1
<0.1%
0.5897840857505798
1
<0.1%
0.5858505964279175
3
<0.1%
0.5835970640182495
1
<0.1%
0.5834932327270508
1
<0.1%
0.5823463797569274
1
<0.1%
0.5793335437774658
1
<0.1%
0.5775571465492249
1
<0.1%
0.5772151947021485
2
<0.1%
0.5761737227439879
1
<0.1%
0.5756233334541321
1
<0.1%
0.5730884671211242
1
<0.1%
0.5701582431793213
3
<0.1%
acoustic_vector_3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_5
-0.79
acoustic_vector_0
-0.57
bounciness
0.56
dyn_range_mean
0.53
beat_strength
0.50
acoustic_vector_2
0.41
danceability
0.40
speechiness
0.29
acoustic_vector_6
0.27
flatness
0.25
acoustic_vector_1
-0.24
valence
0.19
acoustic_vector_7
0.18
energy
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.12
premium
0.11
date
0.06
context_type
0.06
mode
0.05
hist_user_behavior_is_shuffle
0.05
hist_user_behavior_reason_end
0.03
not_skipped
0.02
hist_user_behavior_reason_start
0.02
skip_3
0.02
skip_2
0.01
skip_1
0.01
long_pause_before_play
0.00
no_pause_before_play
0.00
MOST FREQUENT VALUES
0.03285514935851097
1,427
0.9%
-0.11595270037651062
915
0.5%
0.19459012150764465
785
0.5%
-0.042039990425109856
730
0.4%
0.13321366906166074
719
0.4%
0.04255819320678711
612
0.4%
0.15662603080272675
600
0.4%
0.13252918422222135
593
0.4%
-0.1015288233757019
576
0.3%
0.20112526416778564
548
0.3%
0.1451917290687561
536
0.3%
-0.0391693152487278
528
0.3%
0.054269686341285706
496
0.3%
-0.13479231297969818
488
0.3%
0.14713647961616516
484
0.3%
SMALLEST VALUES
-0.8091361522674559
1
<0.1%
-0.8085612654685974
1
<0.1%
-0.8029714226722717
1
<0.1%
-0.800333797931671
1
<0.1%
-0.7996618151664734
1
<0.1%
-0.794824779033661
1
<0.1%
-0.7921472787857055
1
<0.1%
-0.7917488813400269
1
<0.1%
-0.789111852645874
1
<0.1%
-0.7868608832359314
1
<0.1%
-0.7859247326850891
1
<0.1%
-0.7834789752960205
1
<0.1%
-0.7816120386123658
1
<0.1%
-0.7799605727195741
3
<0.1%
-0.7792161107063293
1
<0.1%
LARGEST VALUES
1.0745043754577637
1
<0.1%
1.0499411821365356
1
<0.1%
1.034397840499878
1
<0.1%
1.0116758346557615
1
<0.1%
0.9960519075393676
1
<0.1%
0.9804221987724304
1
<0.1%
0.9801267385482788
1
<0.1%
0.9799320697784426
1
<0.1%
0.9695149064064026
1
<0.1%
0.9682163000106812
2
<0.1%
0.9623441100120544
1
<0.1%
0.9581632018089294
1
<0.1%
0.9506852030754088
1
<0.1%
0.9440689086914062
1
<0.1%
0.937559425830841
1
<0.1%
acoustic_vector_4
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_7
-0.61
acoustic_vector_0
0.58
release_year
-0.52
acoustic_vector_6
0.37
acoustic_vector_1
-0.37
acoustic_vector_2
-0.36
bounciness
-0.32
valence
0.32
danceability
-0.31
dyn_range_mean
-0.31
speechiness
-0.31
beat_strength
-0.28
flatness
-0.25
organism
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.21
mode
0.17
context_type
0.11
premium
0.09
hist_user_behavior_is_shuffle
0.08
hist_user_behavior_reason_start
0.04
date
0.04
hist_user_behavior_reason_end
0.03
skip_3
0.02
short_pause_before_play
0.02
skip_1
0.02
long_pause_before_play
0.02
not_skipped
0.02
no_pause_before_play
0.02
MOST FREQUENT VALUES
-0.34243446588516235
1,427
0.9%
-0.4557308852672577
915
0.5%
-0.25862056016922
785
0.5%
-0.2999259829521179
730
0.4%
-0.2868283987045288
719
0.4%
-0.44176331162452703
612
0.4%
-0.34544265270233154
600
0.4%
-0.33047255873680115
593
0.4%
-0.44979280233383173
576
0.3%
-0.21428652107715607
548
0.3%
-0.2940073311328888
536
0.3%
-0.3726438581943512
528
0.3%
-0.3396985232830048
496
0.3%
-0.3464401662349701
488
0.3%
-0.22798295319080356
484
0.3%
SMALLEST VALUES
-1.0298581123352053
1
<0.1%
-0.9848836064338684
1
<0.1%
-0.9626929759979248
1
<0.1%
-0.9590377807617188
1
<0.1%
-0.9583147764205932
1
<0.1%
-0.9569730162620544
1
<0.1%
-0.9564024806022644
1
<0.1%
-0.9520811438560484
1
<0.1%
-0.950859248638153
1
<0.1%
-0.9478324055671694
1
<0.1%
-0.947728991508484
3
<0.1%
-0.946992039680481
1
<0.1%
-0.9429668188095092
1
<0.1%
-0.9403467774391174
1
<0.1%
-0.9391357302665709
1
<0.1%
LARGEST VALUES
0.8957690000534058
1
<0.1%
0.8922621607780457
1
<0.1%
0.8805705308914183
3
<0.1%
0.8696386218070984
1
<0.1%
0.8647184967994691
3
<0.1%
0.861212730407715
1
<0.1%
0.8469066619873048
2
<0.1%
0.8468918800354005
2
<0.1%
0.8454397320747374
1
<0.1%
0.842108905315399
3
<0.1%
0.8381794691085814
6
<0.1%
0.8354893326759338
1
<0.1%
0.8348411917686462
1
<0.1%
0.8343299031257629
4
<0.1%
0.8335294127464294
1
<0.1%
acoustic_vector_5
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_3
-0.79
speechiness
-0.44
dyn_range_mean
-0.43
bounciness
-0.42
acoustic_vector_0
0.41
beat_strength
-0.37
acoustic_vector_1
0.33
loudness
0.26
danceability
-0.23
energy
0.21
organism
-0.13
acousticness
-0.13
mechanism
0.13
liveness
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.15
premium
0.10
context_type
0.09
date
0.05
hist_user_behavior_is_shuffle
0.03
hist_user_behavior_reason_end
0.03
not_skipped
0.02
hist_user_behavior_reason_start
0.02
skip_3
0.02
mode
0.02
skip_2
0.02
skip_1
0.01
short_pause_before_play
0.01
context_switch
0.01
MOST FREQUENT VALUES
0.017436983063817024
1,427
0.9%
0.15297451615333554
915
0.5%
-0.06190158426761627
785
0.5%
0.03419619053602218
730
0.4%
-5.5461761803599074e-05
719
0.4%
0.0209400225430727
612
0.4%
-0.01210541371256113
600
0.4%
-0.04989198222756386
593
0.4%
0.14529117941856384
576
0.3%
0.07565317302942276
548
0.3%
-0.046764470636844635
536
0.3%
0.12437476217746735
528
0.3%
-0.0005179422441869974
496
0.3%
0.1343017965555191
488
0.3%
-0.07057996839284897
484
0.3%
SMALLEST VALUES
-0.9424609541893004
1
<0.1%
-0.8890851736068724
2
<0.1%
-0.8715008497238158
1
<0.1%
-0.8687852025032043
1
<0.1%
-0.8399109840393066
1
<0.1%
-0.8378502130508424
1
<0.1%
-0.8222786188125609
1
<0.1%
-0.817216694355011
1
<0.1%
-0.8125446438789365
2
<0.1%
-0.8117517232894897
2
<0.1%
-0.8000940680503845
1
<0.1%
-0.7957464456558228
1
<0.1%
-0.794032573699951
1
<0.1%
-0.7927482128143309
1
<0.1%
-0.792648434638977
1
<0.1%
LARGEST VALUES
0.3802794516086577
1
<0.1%
0.3705110549926757
1
<0.1%
0.36814591288566584
1
<0.1%
0.3636336028575897
1
<0.1%
0.3626511991024017
1
<0.1%
0.361994206905365
2
<0.1%
0.36010080575942993
1
<0.1%
0.3590475022792816
1
<0.1%
0.3589852452278137
1
<0.1%
0.3583241403102875
1
<0.1%
0.35771885514259333
1
<0.1%
0.3569399416446685
1
<0.1%
0.35515481233596796
1
<0.1%
0.3547680974006653
1
<0.1%
0.3547387421131134
1
<0.1%
acoustic_vector_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_4
0.37
acoustic_vector_0
0.32
speechiness
-0.31
valence
0.28
acoustic_vector_3
0.27
acoustic_vector_2
0.23
acousticness
0.19
dyn_range_mean
-0.16
bounciness
-0.16
beat_strength
-0.16
instrumentalness
0.13
organism
0.13
us_popularity_estimate
-0.13
danceability
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
time_signature
0.22
context_type
0.10
premium
0.05
date
0.04
hist_user_behavior_reason_start
0.04
hist_user_behavior_is_shuffle
0.03
skip_1
0.03
short_pause_before_play
0.03
long_pause_before_play
0.03
hist_user_behavior_reason_end
0.03
no_pause_before_play
0.02
skip_3
0.02
not_skipped
0.02
skip_2
0.02
MOST FREQUENT VALUES
-0.4427913427352905
1,427
0.9%
-0.3226631283760071
915
0.5%
-0.5352357029914856
785
0.5%
-0.5668727159500122
730
0.4%
-0.4916107356548309
719
0.4%
-0.5198967456817627
612
0.4%
-0.4117681980133057
600
0.4%
-0.5371260046958923
593
0.4%
-0.11318954825401305
576
0.3%
0.08537383377552032
548
0.3%
-0.510482668876648
536
0.3%
-0.2598090469837189
528
0.3%
-0.5516577959060669
496
0.3%
-0.09553901851177216
488
0.3%
-0.5511897802352905
484
0.3%
SMALLEST VALUES
-0.7363951802253723
2
<0.1%
-0.7313693761825562
1
<0.1%
-0.7301291227340698
2
<0.1%
-0.726227104663849
1
<0.1%
-0.7261491417884826
2
<0.1%
-0.724751889705658
1
<0.1%
-0.7185109853744506
1
<0.1%
-0.7111529707908629
1
<0.1%
-0.7107793092727661
1
<0.1%
-0.7106859683990479
1
<0.1%
-0.7078251242637634
1
<0.1%
-0.7056984901428223
1
<0.1%
-0.7044528722763062
3
<0.1%
-0.7028126120567322
5
<0.1%
-0.6998654007911682
1
<0.1%
LARGEST VALUES
0.9667596220970154
1
<0.1%
0.96642005443573
1
<0.1%
0.9655614495277404
1
<0.1%
0.9639254212379456
1
<0.1%
0.9602028727531432
2
<0.1%
0.9532272219657898
2
<0.1%
0.9502912759780884
1
<0.1%
0.9501598477363586
1
<0.1%
0.947470486164093
1
<0.1%
0.9473942518234254
1
<0.1%
0.937809407711029
1
<0.1%
0.9367612600326538
1
<0.1%
0.9320544004440308
1
<0.1%
0.931119918823242
2
<0.1%
0.9306997656822203
2
<0.1%
acoustic_vector_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acoustic_vector_4
-0.61
acoustic_vector_0
-0.56
acoustic_vector_1
0.42
release_year
0.42
bounciness
0.29
organism
-0.28
dyn_range_mean
0.28
danceability
0.27
beat_strength
0.26
acousticness
-0.26
mechanism
0.24
speechiness
0.22
acoustic_vector_3
0.18
valence
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mode
0.20
time_signature
0.13
premium
0.11
context_type
0.08
hist_user_behavior_is_shuffle
0.07
date
0.05
hist_user_behavior_reason_start
0.04
hist_user_behavior_reason_end
0.03
skip_3
0.02
short_pause_before_play
0.02
not_skipped
0.02
long_pause_before_play
0.01
skip_1
0.01
no_pause_before_play
0.01
MOST FREQUENT VALUES
0.14383938908576965
1,427
0.9%
0.24964070320129395
915
0.5%
0.14120130240917206
785
0.5%
0.17411641776561734
730
0.4%
0.14545035362243652
719
0.4%
0.2353938370943069
612
0.4%
0.19540029764175412
600
0.4%
0.18718698620796204
593
0.4%
0.16054338216781616
576
0.3%
0.22619253396987915
548
0.3%
0.17327234148979187
536
0.3%
0.20167748630046844
528
0.3%
0.14985424280166626
496
0.3%
0.17414899170398712
488
0.3%
0.06754595041275024
484
0.3%
SMALLEST VALUES
-0.9756474494934082
1
<0.1%
-0.968777060508728
1
<0.1%
-0.9572833776474
1
<0.1%
-0.951345682144165
1
<0.1%
-0.9489476084709167
2
<0.1%
-0.9398822784423828
1
<0.1%
-0.9384741187095642
1
<0.1%
-0.9382966160774232
2
<0.1%
-0.9356867671012878
1
<0.1%
-0.931350827217102
1
<0.1%
-0.929336369037628
1
<0.1%
-0.9243828654289244
1
<0.1%
-0.9234552383422852
1
<0.1%
-0.9217382073402404
1
<0.1%
-0.921111226081848
1
<0.1%
LARGEST VALUES
1.1522127389907837
1
<0.1%
1.1064701080322266
1
<0.1%
1.0833932161331177
1
<0.1%
1.0664125680923462
1
<0.1%
1.0636776685714722
1
<0.1%
1.0594274997711182
3
<0.1%
1.059233784675598
1
<0.1%
1.0542564392089844
1
<0.1%
1.0519735813140867
1
<0.1%
1.0433343648910522
1
<0.1%
1.0422202348709106
1
<0.1%
1.0380686521530151
1
<0.1%
1.0335180759429932
1
<0.1%
1.0322240591049194
1
<0.1%
1.02462637424469
1
<0.1%